--- license: mit dataset_info: - config_name: algebra_func_area features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 78799 num_examples: 1000 - name: test_in num_bytes: 12587 num_examples: 100 - name: test_out num_bytes: 9518 num_examples: 50 download_size: 100904 dataset_size: 100904 - config_name: algebra_func_derivative_sign features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 54517 num_examples: 1000 - name: test_in num_bytes: 9942 num_examples: 100 - name: test_out num_bytes: 8135 num_examples: 50 download_size: 72594 dataset_size: 72594 - config_name: algebra_func_extrema features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 55007 num_examples: 1000 - name: test_in num_bytes: 9817 num_examples: 100 - name: test_out num_bytes: 8002 num_examples: 50 download_size: 72826 dataset_size: 72826 - config_name: algebra_func_extrema_coords features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 54872 num_examples: 1000 - name: test_in num_bytes: 10002 num_examples: 100 - name: test_out num_bytes: 8027 num_examples: 50 download_size: 72901 dataset_size: 72901 - config_name: algebra_func_intersection features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 70196 num_examples: 1000 - name: test_in num_bytes: 11919 num_examples: 100 - name: test_out num_bytes: 9544 num_examples: 50 download_size: 91659 dataset_size: 91659 - config_name: algebra_func_intersection_coords features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 71531 num_examples: 1000 - name: test_in num_bytes: 12180 num_examples: 100 - name: test_out num_bytes: 9618 num_examples: 50 download_size: 93329 dataset_size: 93329 - config_name: algebra_func_zeros features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 51208 num_examples: 1000 - name: test_in num_bytes: 9688 num_examples: 100 - name: test_out num_bytes: 7555 num_examples: 50 download_size: 68451 dataset_size: 68451 - config_name: algebra_linear_equation features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 82082 num_examples: 1000 - name: test_in num_bytes: 12744 num_examples: 100 - name: test_out num_bytes: 11282 num_examples: 50 download_size: 106108 dataset_size: 106108 - config_name: algebra_polynomial_roots features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 102565 num_examples: 1000 - name: test_in num_bytes: 14728 num_examples: 100 - name: test_out num_bytes: 11510 num_examples: 50 download_size: 128803 dataset_size: 128803 - config_name: arithmetic_gcd features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 34744 num_examples: 1000 - name: test_in num_bytes: 7701 num_examples: 100 - name: test_out num_bytes: 6347 num_examples: 50 download_size: 48792 dataset_size: 48792 - config_name: arithmetic_list_prime_factors features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 26515 num_examples: 1000 - name: test_in num_bytes: 6938 num_examples: 100 - name: test_out num_bytes: 5992 num_examples: 50 download_size: 39445 dataset_size: 39445 - config_name: arithmetic_mixed features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 55589 num_examples: 1000 - name: test_in num_bytes: 10127 num_examples: 100 - name: test_out num_bytes: 7915 num_examples: 50 download_size: 73631 dataset_size: 73631 - config_name: arithmetic_matrix_determinant features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 52514 num_examples: 1000 - name: test_in num_bytes: 10061 num_examples: 100 - name: test_out num_bytes: 9883 num_examples: 50 download_size: 72458 dataset_size: 72458 - config_name: arithmetic_matrix_eigenvalues features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 47220 num_examples: 1000 - name: test_in num_bytes: 9293 num_examples: 100 - name: test_out num_bytes: 9620 num_examples: 50 download_size: 66133 dataset_size: 66133 - config_name: arithmetic_matrix_inverse features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 58443 num_examples: 1000 - name: test_in num_bytes: 10970 num_examples: 100 - name: test_out num_bytes: 10677 num_examples: 50 download_size: 80090 dataset_size: 80090 - config_name: arithmetic_matrix_multiplication features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 109223 num_examples: 1000 - name: test_in num_bytes: 15957 num_examples: 100 - name: test_out num_bytes: 15256 num_examples: 50 download_size: 140436 dataset_size: 140436 - config_name: arithmetic_matrix_power features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 51026 num_examples: 1000 - name: test_in num_bytes: 9680 num_examples: 100 - name: test_out num_bytes: 8510 num_examples: 50 download_size: 69216 dataset_size: 69216 - config_name: arithmetic_matrix_rank features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 65652 num_examples: 1000 - name: test_in num_bytes: 10896 num_examples: 100 - name: test_out num_bytes: 10677 num_examples: 50 download_size: 87225 dataset_size: 87225 - config_name: arithmetic_matrix_svd features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 59766 num_examples: 1000 - name: test_in num_bytes: 10770 num_examples: 100 - name: test_out num_bytes: 9654 num_examples: 50 download_size: 80190 dataset_size: 80190 - config_name: combinatory_distribution features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 42836 num_examples: 1000 - name: test_in num_bytes: 9016 num_examples: 100 - name: test_out num_bytes: 7624 num_examples: 50 download_size: 59476 dataset_size: 59476 - config_name: combinatory_pattern_matching features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 44115 num_examples: 1000 - name: test_in num_bytes: 9319 num_examples: 100 - name: test_out num_bytes: 7399 num_examples: 50 download_size: 60833 dataset_size: 60833 - config_name: combinatory_probability_at_least_n_specific_fixed features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 52618 num_examples: 1000 - name: test_in num_bytes: 10720 num_examples: 100 - name: test_out num_bytes: 8649 num_examples: 50 download_size: 71987 dataset_size: 71987 - config_name: combinatory_probability_exactly_n_specific_fixed features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 52421 num_examples: 1000 - name: test_in num_bytes: 10657 num_examples: 100 - name: test_out num_bytes: 8468 num_examples: 50 download_size: 71546 dataset_size: 71546 - config_name: combinatory_probability_no_fixed_points features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 47986 num_examples: 1000 - name: test_in num_bytes: 10152 num_examples: 100 - name: test_out num_bytes: 8209 num_examples: 50 download_size: 66347 dataset_size: 66347 - config_name: combinatory_probability_no_specific_letter_fixed features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 50439 num_examples: 1000 - name: test_in num_bytes: 10530 num_examples: 100 - name: test_out num_bytes: 8382 num_examples: 50 download_size: 69351 dataset_size: 69351 - config_name: geometry_basic features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 167703 num_examples: 1016 - name: test_in num_bytes: 39170 num_examples: 199 - name: test_out num_bytes: 26580 num_examples: 127 download_size: 233453 dataset_size: 233453 - config_name: geometry_circle features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 170394 num_examples: 1000 - name: test_in num_bytes: 47560 num_examples: 248 - name: test_out num_bytes: 21875 num_examples: 44 download_size: 239829 dataset_size: 239829 - config_name: geometry_perpendicular_intersection features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 76444 num_examples: 869 - name: test_in num_bytes: 20778 num_examples: 177 - name: test_out num_bytes: 16612 num_examples: 77 download_size: 113834 dataset_size: 113834 - config_name: geometry_polygon features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 157328 num_examples: 1390 - name: test_in num_bytes: 16497 num_examples: 100 - name: test_out num_bytes: 220487 num_examples: 1324 download_size: 394312 dataset_size: 394312 - config_name: geometry_polygon_rotation features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 80083 num_examples: 1000 - name: test_in num_bytes: 22088 num_examples: 200 - name: test_out num_bytes: 16067 num_examples: 100 download_size: 118238 dataset_size: 118238 - config_name: geometry_triangle features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 128787 num_examples: 1000 - name: test_in num_bytes: 34559 num_examples: 229 - name: test_out num_bytes: 132037 num_examples: 510 download_size: 295383 dataset_size: 295383 - config_name: geometry_polygon_chords features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 66566 num_examples: 1000 - name: test_in num_bytes: 12729 num_examples: 100 - name: test_out num_bytes: 10616 num_examples: 50 download_size: 89911 dataset_size: 89911 - config_name: geometry_polygon_color features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 57730 num_examples: 1000 - name: test_in num_bytes: 12224 num_examples: 100 - name: test_out num_bytes: 9649 num_examples: 50 download_size: 79603 dataset_size: 79603 - config_name: logic_gridworld_blocked features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 43225 num_examples: 1000 - name: test_in num_bytes: 12870 num_examples: 200 - name: test_out num_bytes: 11035 num_examples: 100 download_size: 67130 dataset_size: 67130 - config_name: logic_gridworld_knight_move features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 39387 num_examples: 1000 - name: test_in num_bytes: 11572 num_examples: 200 - name: test_out num_bytes: 8693 num_examples: 100 download_size: 59652 dataset_size: 59652 - config_name: logic_gridworld_rookmove features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 40623 num_examples: 1000 - name: test_in num_bytes: 13436 num_examples: 200 - name: test_out num_bytes: 12218 num_examples: 100 download_size: 66277 dataset_size: 66277 - config_name: logic_zebralogic features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 281374 num_examples: 1000 - name: test_in num_bytes: 64696 num_examples: 200 - name: test_out num_bytes: 84939 num_examples: 100 download_size: 431009 dataset_size: 431009 - config_name: logic_puzzles_grid_chip features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 59110 num_examples: 1000 - name: test_in num_bytes: 11912 num_examples: 100 - name: test_out num_bytes: 9921 num_examples: 50 download_size: 80943 dataset_size: 80943 - config_name: numbertheory_lte_qr features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 39099 num_examples: 1009 - name: test_in num_bytes: 8471 num_examples: 100 - name: test_out num_bytes: 7048 num_examples: 58 download_size: 54618 dataset_size: 54618 - config_name: numbertheory_ordered_lte features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 77248 num_examples: 2627 - name: test_in num_bytes: 8124 num_examples: 100 - name: test_out num_bytes: 7553 num_examples: 75 download_size: 92925 dataset_size: 92925 - config_name: numbertheory_qr_sum features: - name: id dtype: string - name: setting_key dtype: string - name: messages list: - name: role dtype: string - name: content dtype: string - name: ground_truth dtype: string - name: dataset dtype: string splits: - name: train num_bytes: 42476 num_examples: 1053 - name: test_in num_bytes: 9017 num_examples: 100 - name: test_out num_bytes: 8160 num_examples: 86 download_size: 59653 dataset_size: 59653 configs: - config_name: algebra_func_area data_files: - split: train path: algebra_func_area/train-* - split: test_in path: algebra_func_area/test_in-* - split: test_out path: algebra_func_area/test_out-* - config_name: algebra_func_derivative_sign data_files: - split: train path: algebra_func_derivative_sign/train-* - split: test_in path: algebra_func_derivative_sign/test_in-* - split: test_out path: algebra_func_derivative_sign/test_out-* - config_name: algebra_func_extrema data_files: - split: train path: algebra_func_extrema/train-* - split: test_in path: algebra_func_extrema/test_in-* - split: test_out path: algebra_func_extrema/test_out-* - config_name: algebra_func_extrema_coords data_files: - split: train path: algebra_func_extrema_coords/train-* - split: test_in path: algebra_func_extrema_coords/test_in-* - split: test_out path: algebra_func_extrema_coords/test_out-* - config_name: algebra_func_intersection data_files: - split: train path: algebra_func_intersection/train-* - split: test_in path: algebra_func_intersection/test_in-* - split: test_out path: algebra_func_intersection/test_out-* - config_name: algebra_func_intersection_coords data_files: - split: train path: algebra_func_intersection_coords/train-* - split: test_in path: algebra_func_intersection_coords/test_in-* - split: test_out path: algebra_func_intersection_coords/test_out-* - config_name: algebra_func_zeros data_files: - split: train path: algebra_func_zeros/train-* - split: test_in path: algebra_func_zeros/test_in-* - split: test_out path: algebra_func_zeros/test_out-* - config_name: algebra_linear_equation data_files: - split: train path: algebra_linear_equation/train-* - split: test_in path: algebra_linear_equation/test_in-* - split: test_out path: algebra_linear_equation/test_out-* - config_name: algebra_polynomial_roots data_files: - split: train path: algebra_polynomial_roots/train-* - split: test_in path: algebra_polynomial_roots/test_in-* - split: test_out path: algebra_polynomial_roots/test_out-* - config_name: arithmetic_gcd data_files: - split: train path: arithmetic_gcd/train-* - split: test_in path: arithmetic_gcd/test_in-* - split: test_out path: arithmetic_gcd/test_out-* - config_name: arithmetic_list_prime_factors data_files: - split: train path: arithmetic_list_prime_factors/train-* - split: test_in path: arithmetic_list_prime_factors/test_in-* - split: test_out path: arithmetic_list_prime_factors/test_out-* - config_name: arithmetic_mixed data_files: - split: train path: arithmetic_mixed/train-* - split: test_in path: arithmetic_mixed/test_in-* - split: test_out path: arithmetic_mixed/test_out-* - config_name: arithmetic_matrix_determinant data_files: - split: train path: arithmetic_matrix_determinant/train-* - split: test_in path: arithmetic_matrix_determinant/test_in-* - split: test_out path: arithmetic_matrix_determinant/test_out-* - config_name: arithmetic_matrix_eigenvalues data_files: - split: train path: arithmetic_matrix_eigenvalues/train-* - split: test_in path: arithmetic_matrix_eigenvalues/test_in-* - split: test_out path: arithmetic_matrix_eigenvalues/test_out-* - config_name: arithmetic_matrix_inverse data_files: - split: train path: arithmetic_matrix_inverse/train-* - split: test_in path: arithmetic_matrix_inverse/test_in-* - split: test_out path: arithmetic_matrix_inverse/test_out-* - config_name: arithmetic_matrix_multiplication data_files: - split: train path: arithmetic_matrix_multiplication/train-* - split: test_in path: arithmetic_matrix_multiplication/test_in-* - split: test_out path: arithmetic_matrix_multiplication/test_out-* - config_name: arithmetic_matrix_power data_files: - split: train path: arithmetic_matrix_power/train-* - split: test_in path: arithmetic_matrix_power/test_in-* - split: test_out path: arithmetic_matrix_power/test_out-* - config_name: arithmetic_matrix_rank data_files: - split: train path: arithmetic_matrix_rank/train-* - split: test_in path: arithmetic_matrix_rank/test_in-* - split: test_out path: arithmetic_matrix_rank/test_out-* - config_name: arithmetic_matrix_svd data_files: - split: train path: arithmetic_matrix_svd/train-* - split: test_in path: arithmetic_matrix_svd/test_in-* - split: test_out path: arithmetic_matrix_svd/test_out-* - config_name: combinatory_distribution data_files: - split: train path: combinatory_distribution/train-* - split: test_in path: combinatory_distribution/test_in-* - split: test_out path: combinatory_distribution/test_out-* - config_name: combinatory_pattern_matching data_files: - split: train path: combinatory_pattern_matching/train-* - split: test_in path: combinatory_pattern_matching/test_in-* - split: test_out path: combinatory_pattern_matching/test_out-* - config_name: combinatory_probability_at_least_n_specific_fixed data_files: - split: train path: combinatory_probability_at_least_n_specific_fixed/train-* - split: test_in path: combinatory_probability_at_least_n_specific_fixed/test_in-* - split: test_out path: combinatory_probability_at_least_n_specific_fixed/test_out-* - config_name: combinatory_probability_exactly_n_specific_fixed data_files: - split: train path: combinatory_probability_exactly_n_specific_fixed/train-* - split: test_in path: combinatory_probability_exactly_n_specific_fixed/test_in-* - split: test_out path: combinatory_probability_exactly_n_specific_fixed/test_out-* - config_name: combinatory_probability_no_fixed_points data_files: - split: train path: combinatory_probability_no_fixed_points/train-* - split: test_in path: combinatory_probability_no_fixed_points/test_in-* - split: test_out path: combinatory_probability_no_fixed_points/test_out-* - config_name: combinatory_probability_no_specific_letter_fixed data_files: - split: train path: combinatory_probability_no_specific_letter_fixed/train-* - split: test_in path: combinatory_probability_no_specific_letter_fixed/test_in-* - split: test_out path: combinatory_probability_no_specific_letter_fixed/test_out-* - config_name: geometry_basic data_files: - split: train path: geometry_basic/train-* - split: test_in path: geometry_basic/test_in-* - split: test_out path: geometry_basic/test_out-* - config_name: geometry_circle data_files: - split: train path: geometry_circle/train-* - split: test_in path: geometry_circle/test_in-* - split: test_out path: geometry_circle/test_out-* - config_name: geometry_perpendicular_intersection data_files: - split: train path: geometry_perpendicular_intersection/train-* - split: test_in path: geometry_perpendicular_intersection/test_in-* - split: test_out path: geometry_perpendicular_intersection/test_out-* - config_name: geometry_polygon data_files: - split: train path: geometry_polygon/train-* - split: test_in path: geometry_polygon/test_in-* - split: test_out path: geometry_polygon/test_out-* - config_name: geometry_polygon_rotation data_files: - split: train path: geometry_polygon_rotation/train-* - split: test_in path: geometry_polygon_rotation/test_in-* - split: test_out path: geometry_polygon_rotation/test_out-* - config_name: geometry_triangle data_files: - split: train path: geometry_triangle/train-* - split: test_in path: geometry_triangle/test_in-* - split: test_out path: geometry_triangle/test_out-* - config_name: geometry_polygon_chords data_files: - split: train path: geometry_polygon_chords/train-* - split: test_in path: geometry_polygon_chords/test_in-* - split: test_out path: geometry_polygon_chords/test_out-* - config_name: geometry_polygon_color data_files: - split: train path: geometry_polygon_color/train-* - split: test_in path: geometry_polygon_color/test_in-* - split: test_out path: geometry_polygon_color/test_out-* - config_name: logic_gridworld_blocked data_files: - split: train path: logic_gridworld_blocked/train-* - split: test_in path: logic_gridworld_blocked/test_in-* - split: test_out path: logic_gridworld_blocked/test_out-* - config_name: logic_gridworld_knight_move data_files: - split: train path: logic_gridworld_knight_move/train-* - split: test_in path: logic_gridworld_knight_move/test_in-* - split: test_out path: logic_gridworld_knight_move/test_out-* - config_name: logic_gridworld_rookmove data_files: - split: train path: logic_gridworld_rookmove/train-* - split: test_in path: logic_gridworld_rookmove/test_in-* - split: test_out path: logic_gridworld_rookmove/test_out-* - config_name: logic_zebralogic data_files: - split: train path: logic_zebralogic/train-* - split: test_in path: logic_zebralogic/test_in-* - split: test_out path: logic_zebralogic/test_out-* - config_name: logic_puzzles_grid_chip data_files: - split: train path: logic_puzzles_grid_chip/train-* - split: test_in path: logic_puzzles_grid_chip/test_in-* - split: test_out path: logic_puzzles_grid_chip/test_out-* - config_name: numbertheory_lte_qr data_files: - split: train path: numbertheory_lte_qr/train-* - split: test_in path: numbertheory_lte_qr/test_in-* - split: test_out path: numbertheory_lte_qr/test_out-* - config_name: numbertheory_ordered_lte data_files: - split: train path: numbertheory_ordered_lte/train-* - split: test_in path: numbertheory_ordered_lte/test_in-* - split: test_out path: numbertheory_ordered_lte/test_out-* - config_name: numbertheory_qr_sum data_files: - split: train path: numbertheory_qr_sum/train-* - split: test_in path: numbertheory_qr_sum/test_in-* - split: test_out path: numbertheory_qr_sum/test_out-* --- # Explorative Math Problems This dataset contains explorative mathematical problem settings in paper "OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization" that assess whether a model can **faithfully extend** a single reasoning strategy beyond the range of complexities seen during training. ## Overview Exploratory generalization assesses whether a model can faithfully extend a single reasoning strategy beyond the range of complexities seen during training. Concretely, the model is exposed to problems drawn from one template, all lying within a "low-complexity" regime, and is then evaluated on **harder** instances from the same family. This axis probes robustness: does the model generalize the same algorithm to higher complexity problems? or does it merely memorize solutions at a fixed difficulty level? Each explorative setting consists of: - **Training Dataset**: Low-complexity problems from a specific mathematical domain - **Test In-Distribution**: Problems of similar complexity to training data (test-in) - **Test Out-of-Distribution**: Higher complexity problems from the same domain/template (test-out) ## Quick Start ```python from datasets import load_dataset # Load all explorative settings dataset = load_dataset("allenai/omega-explorative") # Load a specific explorative setting with all splits func_area_data = load_dataset("allenai/omega-explorative", "algebra_func_area") train_data = func_area_data["train"] # Low complexity training problems test_in_data = func_area_data["test_in"] # Similar complexity test problems test_out_data = func_area_data["test_out"] # Higher complexity test problems # Load just specific splits train_only = load_dataset("allenai/omega-explorative", "algebra_func_area", split="train") test_out_only = load_dataset("allenai/omega-explorative", "algebra_func_area", split="test_out") ``` ## Dataset Description Each explorative setting provides three splits to evaluate different aspects of generalization: - **Train**: Low-complexity problems used for training/few-shot learning - **Test-in**: Problems of similar complexity to training data (in-distribution evaluation) - **Test-out**: Higher complexity problems from the same template (out-of-distribution evaluation) The key challenge is whether models can extend the same reasoning strategy from low-complexity training problems to higher-complexity test problems in the same domain. ## Citation If you use this dataset, please cite the original work: ```bibtex @article{sun2024omega, title = {OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization}, author = {Yiyou Sun and Shawn Hu and Georgia Zhou and Ken Zheng and Hannaneh Hajishirzi and Nouha Dziri and Dawn Song}, journal = {arXiv preprint arXiv:2506.18880}, year = {2024}, } ``` ## Related Resources - **Transformative Dataset**: See [omega-transformative](https://huggingface.co/datasets/sunyiyou/omega-transformative) for transformative reasoning challenges - **Compositional Dataset**: See [omega-compositional](https://huggingface.co/datasets/sunyiyou/omega-compositional) for compositional reasoning challenges - **Paper**: See the full details in [paper](https://arxiv.org/pdf/2506.18880) - **Code Repository**: See generation code on [github](https://github.com/sunblaze-ucb/math_ood)