| { | |
| "dataset": { | |
| "name": "deeparithmark-1", | |
| "path": "deeparithmark-dataset\\data\\deeparithmark-1.jsonl", | |
| "sha256": "8a54eb90b66b142b7fea422b34d851746d1cabc476dcba906c7f3ad5ddc66ee0", | |
| "items": 1000 | |
| }, | |
| "protocol": { | |
| "shots": 0, | |
| "dtype": "bfloat16", | |
| "batch_size": 32, | |
| "max_context": 1024, | |
| "metric": "acc_norm" | |
| }, | |
| "results": [ | |
| { | |
| "model": "HuggingFaceTB/nanowhale-100m-base", | |
| "params": 110369621, | |
| "protocol": { | |
| "dtype": "torch.bfloat16", | |
| "batch_size": 32, | |
| "max_context": 1024, | |
| "shots": 0 | |
| }, | |
| "deeparithmark": { | |
| "n": 1000, | |
| "acc": 21.6, | |
| "acc_norm": 21.3, | |
| "soft": 24.462825590694113, | |
| "disagreements": 3, | |
| "by_depth": { | |
| "2": { | |
| "acc_norm": 15.6, | |
| "soft": 24.353654503521287, | |
| "n": 250 | |
| }, | |
| "3": { | |
| "acc_norm": 22.8, | |
| "soft": 23.593081014326426, | |
| "n": 250 | |
| }, | |
| "4": { | |
| "acc_norm": 23.6, | |
| "soft": 24.72705092032912, | |
| "n": 250 | |
| }, | |
| "5": { | |
| "acc_norm": 23.2, | |
| "soft": 25.17751592459953, | |
| "n": 250 | |
| } | |
| }, | |
| "by_topic": { | |
| "fractions": { | |
| "acc_norm": 22.727272727272727, | |
| "n": 44 | |
| }, | |
| "measurement": { | |
| "acc_norm": 27.272727272727273, | |
| "n": 33 | |
| }, | |
| "money": { | |
| "acc_norm": 22.22222222222222, | |
| "n": 63 | |
| }, | |
| "money_percent": { | |
| "acc_norm": 19.672131147540984, | |
| "n": 122 | |
| }, | |
| "money_rate": { | |
| "acc_norm": 22.61904761904762, | |
| "n": 84 | |
| }, | |
| "multi_step_inventory": { | |
| "acc_norm": 25.806451612903224, | |
| "n": 62 | |
| }, | |
| "percent": { | |
| "acc_norm": 27.083333333333332, | |
| "n": 48 | |
| }, | |
| "percent_money": { | |
| "acc_norm": 30.158730158730158, | |
| "n": 63 | |
| }, | |
| "percent_multi_step": { | |
| "acc_norm": 26.50602409638554, | |
| "n": 83 | |
| }, | |
| "rate": { | |
| "acc_norm": 16.129032258064516, | |
| "n": 62 | |
| }, | |
| "rate_pay": { | |
| "acc_norm": 24.444444444444443, | |
| "n": 45 | |
| }, | |
| "rate_time": { | |
| "acc_norm": 6.0606060606060606, | |
| "n": 33 | |
| }, | |
| "ratio": { | |
| "acc_norm": 20.481927710843372, | |
| "n": 83 | |
| }, | |
| "time": { | |
| "acc_norm": 15.428571428571429, | |
| "n": 175 | |
| } | |
| }, | |
| "by_template": { | |
| "discount_tax_coupon_split": { | |
| "acc_norm": 30.158730158730158, | |
| "n": 63 | |
| }, | |
| "inventory_boxes": { | |
| "acc_norm": 25.806451612903224, | |
| "n": 62 | |
| }, | |
| "inventory_percent_chain": { | |
| "acc_norm": 26.50602409638554, | |
| "n": 83 | |
| }, | |
| "measure_cm_cut": { | |
| "acc_norm": 27.272727272727273, | |
| "n": 33 | |
| }, | |
| "mix_split": { | |
| "acc_norm": 22.22222222222222, | |
| "n": 63 | |
| }, | |
| "money_discount_fee": { | |
| "acc_norm": 19.672131147540984, | |
| "n": 122 | |
| }, | |
| "prize_ratio_charity": { | |
| "acc_norm": 20.481927710843372, | |
| "n": 83 | |
| }, | |
| "salary_overtime_tax": { | |
| "acc_norm": 22.61904761904762, | |
| "n": 84 | |
| }, | |
| "schedule_sessions": { | |
| "acc_norm": 25.53191489361702, | |
| "n": 47 | |
| }, | |
| "share_then_split": { | |
| "acc_norm": 22.727272727272727, | |
| "n": 44 | |
| }, | |
| "stock_percent_pack": { | |
| "acc_norm": 27.083333333333332, | |
| "n": 48 | |
| }, | |
| "tank_fill": { | |
| "acc_norm": 16.129032258064516, | |
| "n": 62 | |
| }, | |
| "time_clock_end": { | |
| "acc_norm": 11.71875, | |
| "n": 128 | |
| }, | |
| "trip_minutes": { | |
| "acc_norm": 6.0606060606060606, | |
| "n": 33 | |
| }, | |
| "two_rate_pay": { | |
| "acc_norm": 24.444444444444443, | |
| "n": 45 | |
| } | |
| } | |
| }, | |
| "arithmark3": { | |
| "n": 1000, | |
| "acc": 26.5, | |
| "acc_norm": 26.5, | |
| "soft": 25.85384303733876, | |
| "disagreements": 0, | |
| "by_depth": {}, | |
| "by_topic": { | |
| "addition": { | |
| "acc_norm": 17.1875, | |
| "n": 128 | |
| }, | |
| "comparison": { | |
| "acc_norm": 20.454545454545453, | |
| "n": 44 | |
| }, | |
| "comparison_difference": { | |
| "acc_norm": 16.666666666666668, | |
| "n": 48 | |
| }, | |
| "data": { | |
| "acc_norm": 25.58139534883721, | |
| "n": 43 | |
| }, | |
| "division": { | |
| "acc_norm": 29.62962962962963, | |
| "n": 54 | |
| }, | |
| "fractions_counting": { | |
| "acc_norm": 16.0, | |
| "n": 50 | |
| }, | |
| "geometry_area": { | |
| "acc_norm": 40.38461538461539, | |
| "n": 52 | |
| }, | |
| "geometry_perimeter": { | |
| "acc_norm": 35.55555555555556, | |
| "n": 45 | |
| }, | |
| "measurement": { | |
| "acc_norm": 21.05263157894737, | |
| "n": 76 | |
| }, | |
| "money": { | |
| "acc_norm": 29.6875, | |
| "n": 64 | |
| }, | |
| "multiplication": { | |
| "acc_norm": 36.486486486486484, | |
| "n": 74 | |
| }, | |
| "patterns": { | |
| "acc_norm": 15.09433962264151, | |
| "n": 53 | |
| }, | |
| "subtraction": { | |
| "acc_norm": 23.076923076923077, | |
| "n": 117 | |
| }, | |
| "time": { | |
| "acc_norm": 63.63636363636363, | |
| "n": 55 | |
| }, | |
| "two_step_add_subtract": { | |
| "acc_norm": 17.391304347826086, | |
| "n": 46 | |
| }, | |
| "two_step_addition": { | |
| "acc_norm": 15.789473684210526, | |
| "n": 19 | |
| }, | |
| "two_step_subtraction": { | |
| "acc_norm": 34.375, | |
| "n": 32 | |
| } | |
| }, | |
| "by_template": { | |
| "add_bag": { | |
| "acc_norm": 31.57894736842105, | |
| "n": 19 | |
| }, | |
| "add_boxes": { | |
| "acc_norm": 15.384615384615385, | |
| "n": 26 | |
| }, | |
| "add_friend": { | |
| "acc_norm": 26.08695652173913, | |
| "n": 23 | |
| }, | |
| "add_shelf": { | |
| "acc_norm": 3.8461538461538463, | |
| "n": 26 | |
| }, | |
| "add_team": { | |
| "acc_norm": 20.833333333333332, | |
| "n": 24 | |
| }, | |
| "add_tray": { | |
| "acc_norm": 0.0, | |
| "n": 10 | |
| }, | |
| "comp_fewer_total": { | |
| "acc_norm": 13.043478260869565, | |
| "n": 23 | |
| }, | |
| "comp_less_by": { | |
| "acc_norm": 15.384615384615385, | |
| "n": 26 | |
| }, | |
| "comp_more_by": { | |
| "acc_norm": 18.181818181818183, | |
| "n": 22 | |
| }, | |
| "comp_more_total": { | |
| "acc_norm": 28.571428571428573, | |
| "n": 21 | |
| }, | |
| "data_difference_votes": { | |
| "acc_norm": 18.181818181818183, | |
| "n": 22 | |
| }, | |
| "data_total_votes": { | |
| "acc_norm": 33.333333333333336, | |
| "n": 21 | |
| }, | |
| "div_bags": { | |
| "acc_norm": 36.8421052631579, | |
| "n": 19 | |
| }, | |
| "div_friends": { | |
| "acc_norm": 25.0, | |
| "n": 20 | |
| }, | |
| "div_rows": { | |
| "acc_norm": 26.666666666666668, | |
| "n": 15 | |
| }, | |
| "frac_left": { | |
| "acc_norm": 10.526315789473685, | |
| "n": 19 | |
| }, | |
| "frac_shared": { | |
| "acc_norm": 30.0, | |
| "n": 10 | |
| }, | |
| "frac_two_plates": { | |
| "acc_norm": 14.285714285714286, | |
| "n": 21 | |
| }, | |
| "geom_area_rect": { | |
| "acc_norm": 38.46153846153846, | |
| "n": 26 | |
| }, | |
| "geom_perim_rect": { | |
| "acc_norm": 26.923076923076923, | |
| "n": 26 | |
| }, | |
| "geom_perim_square": { | |
| "acc_norm": 47.36842105263158, | |
| "n": 19 | |
| }, | |
| "geom_tiles": { | |
| "acc_norm": 42.30769230769231, | |
| "n": 26 | |
| }, | |
| "measure_cut": { | |
| "acc_norm": 15.384615384615385, | |
| "n": 26 | |
| }, | |
| "measure_difference": { | |
| "acc_norm": 29.166666666666668, | |
| "n": 24 | |
| }, | |
| "measure_join": { | |
| "acc_norm": 19.23076923076923, | |
| "n": 26 | |
| }, | |
| "money_change": { | |
| "acc_norm": 36.0, | |
| "n": 25 | |
| }, | |
| "money_left": { | |
| "acc_norm": 31.57894736842105, | |
| "n": 19 | |
| }, | |
| "money_two_items": { | |
| "acc_norm": 20.0, | |
| "n": 20 | |
| }, | |
| "mult_boxes": { | |
| "acc_norm": 26.08695652173913, | |
| "n": 23 | |
| }, | |
| "mult_days": { | |
| "acc_norm": 28.0, | |
| "n": 25 | |
| }, | |
| "mult_rows": { | |
| "acc_norm": 53.84615384615385, | |
| "n": 26 | |
| }, | |
| "pattern_count_down": { | |
| "acc_norm": 21.05263157894737, | |
| "n": 19 | |
| }, | |
| "pattern_count_up": { | |
| "acc_norm": 16.666666666666668, | |
| "n": 24 | |
| }, | |
| "pattern_even_groups": { | |
| "acc_norm": 0.0, | |
| "n": 10 | |
| }, | |
| "sub_give": { | |
| "acc_norm": 19.047619047619047, | |
| "n": 21 | |
| }, | |
| "sub_lost": { | |
| "acc_norm": 13.043478260869565, | |
| "n": 23 | |
| }, | |
| "sub_sell": { | |
| "acc_norm": 20.0, | |
| "n": 25 | |
| }, | |
| "sub_take_from_box": { | |
| "acc_norm": 38.46153846153846, | |
| "n": 26 | |
| }, | |
| "sub_used": { | |
| "acc_norm": 22.727272727272727, | |
| "n": 22 | |
| }, | |
| "time_left": { | |
| "acc_norm": 57.89473684210526, | |
| "n": 19 | |
| }, | |
| "time_session": { | |
| "acc_norm": 66.66666666666667, | |
| "n": 15 | |
| }, | |
| "time_two_sessions": { | |
| "acc_norm": 66.66666666666667, | |
| "n": 21 | |
| }, | |
| "two_add_three_groups": { | |
| "acc_norm": 15.789473684210526, | |
| "n": 19 | |
| }, | |
| "two_classroom_remove": { | |
| "acc_norm": 40.90909090909091, | |
| "n": 22 | |
| }, | |
| "two_collect_give": { | |
| "acc_norm": 12.0, | |
| "n": 25 | |
| }, | |
| "two_lunch": { | |
| "acc_norm": 23.80952380952381, | |
| "n": 21 | |
| }, | |
| "two_use_twice": { | |
| "acc_norm": 20.0, | |
| "n": 10 | |
| } | |
| } | |
| }, | |
| "seconds": 14.27 | |
| }, | |
| { | |
| "model": "ibm-granite/granite-4.0-350m-base", | |
| "params": 352379904, | |
| "protocol": { | |
| "dtype": "torch.bfloat16", | |
| "batch_size": 32, | |
| "max_context": 1024, | |
| "shots": 0 | |
| }, | |
| "deeparithmark": { | |
| "n": 1000, | |
| "acc": 24.1, | |
| "acc_norm": 24.1, | |
| "soft": 25.337744118755822, | |
| "disagreements": 0, | |
| "by_depth": { | |
| "2": { | |
| "acc_norm": 24.4, | |
| "soft": 25.445643365098, | |
| "n": 250 | |
| }, | |
| "3": { | |
| "acc_norm": 22.0, | |
| "soft": 25.120026906483318, | |
| "n": 250 | |
| }, | |
| "4": { | |
| "acc_norm": 23.6, | |
| "soft": 25.378772879519985, | |
| "n": 250 | |
| }, | |
| "5": { | |
| "acc_norm": 26.4, | |
| "soft": 25.406533323921867, | |
| "n": 250 | |
| } | |
| }, | |
| "by_topic": { | |
| "fractions": { | |
| "acc_norm": 36.36363636363637, | |
| "n": 44 | |
| }, | |
| "measurement": { | |
| "acc_norm": 24.242424242424242, | |
| "n": 33 | |
| }, | |
| "money": { | |
| "acc_norm": 44.44444444444444, | |
| "n": 63 | |
| }, | |
| "money_percent": { | |
| "acc_norm": 9.01639344262295, | |
| "n": 122 | |
| }, | |
| "money_rate": { | |
| "acc_norm": 21.428571428571427, | |
| "n": 84 | |
| }, | |
| "multi_step_inventory": { | |
| "acc_norm": 11.290322580645162, | |
| "n": 62 | |
| }, | |
| "percent": { | |
| "acc_norm": 31.25, | |
| "n": 48 | |
| }, | |
| "percent_money": { | |
| "acc_norm": 20.634920634920636, | |
| "n": 63 | |
| }, | |
| "percent_multi_step": { | |
| "acc_norm": 31.325301204819276, | |
| "n": 83 | |
| }, | |
| "rate": { | |
| "acc_norm": 17.741935483870968, | |
| "n": 62 | |
| }, | |
| "rate_pay": { | |
| "acc_norm": 6.666666666666667, | |
| "n": 45 | |
| }, | |
| "rate_time": { | |
| "acc_norm": 6.0606060606060606, | |
| "n": 33 | |
| }, | |
| "ratio": { | |
| "acc_norm": 26.50602409638554, | |
| "n": 83 | |
| }, | |
| "time": { | |
| "acc_norm": 34.857142857142854, | |
| "n": 175 | |
| } | |
| }, | |
| "by_template": { | |
| "discount_tax_coupon_split": { | |
| "acc_norm": 20.634920634920636, | |
| "n": 63 | |
| }, | |
| "inventory_boxes": { | |
| "acc_norm": 11.290322580645162, | |
| "n": 62 | |
| }, | |
| "inventory_percent_chain": { | |
| "acc_norm": 31.325301204819276, | |
| "n": 83 | |
| }, | |
| "measure_cm_cut": { | |
| "acc_norm": 24.242424242424242, | |
| "n": 33 | |
| }, | |
| "mix_split": { | |
| "acc_norm": 44.44444444444444, | |
| "n": 63 | |
| }, | |
| "money_discount_fee": { | |
| "acc_norm": 9.01639344262295, | |
| "n": 122 | |
| }, | |
| "prize_ratio_charity": { | |
| "acc_norm": 26.50602409638554, | |
| "n": 83 | |
| }, | |
| "salary_overtime_tax": { | |
| "acc_norm": 21.428571428571427, | |
| "n": 84 | |
| }, | |
| "schedule_sessions": { | |
| "acc_norm": 23.404255319148938, | |
| "n": 47 | |
| }, | |
| "share_then_split": { | |
| "acc_norm": 36.36363636363637, | |
| "n": 44 | |
| }, | |
| "stock_percent_pack": { | |
| "acc_norm": 31.25, | |
| "n": 48 | |
| }, | |
| "tank_fill": { | |
| "acc_norm": 17.741935483870968, | |
| "n": 62 | |
| }, | |
| "time_clock_end": { | |
| "acc_norm": 39.0625, | |
| "n": 128 | |
| }, | |
| "trip_minutes": { | |
| "acc_norm": 6.0606060606060606, | |
| "n": 33 | |
| }, | |
| "two_rate_pay": { | |
| "acc_norm": 6.666666666666667, | |
| "n": 45 | |
| } | |
| } | |
| }, | |
| "arithmark3": { | |
| "n": 1000, | |
| "acc": 75.7, | |
| "acc_norm": 75.7, | |
| "soft": 36.048257197266345, | |
| "disagreements": 0, | |
| "by_depth": {}, | |
| "by_topic": { | |
| "addition": { | |
| "acc_norm": 54.6875, | |
| "n": 128 | |
| }, | |
| "comparison": { | |
| "acc_norm": 77.27272727272727, | |
| "n": 44 | |
| }, | |
| "comparison_difference": { | |
| "acc_norm": 91.66666666666667, | |
| "n": 48 | |
| }, | |
| "data": { | |
| "acc_norm": 69.76744186046511, | |
| "n": 43 | |
| }, | |
| "division": { | |
| "acc_norm": 98.14814814814815, | |
| "n": 54 | |
| }, | |
| "fractions_counting": { | |
| "acc_norm": 44.0, | |
| "n": 50 | |
| }, | |
| "geometry_area": { | |
| "acc_norm": 100.0, | |
| "n": 52 | |
| }, | |
| "geometry_perimeter": { | |
| "acc_norm": 82.22222222222223, | |
| "n": 45 | |
| }, | |
| "measurement": { | |
| "acc_norm": 88.15789473684211, | |
| "n": 76 | |
| }, | |
| "money": { | |
| "acc_norm": 89.0625, | |
| "n": 64 | |
| }, | |
| "multiplication": { | |
| "acc_norm": 100.0, | |
| "n": 74 | |
| }, | |
| "patterns": { | |
| "acc_norm": 98.11320754716981, | |
| "n": 53 | |
| }, | |
| "subtraction": { | |
| "acc_norm": 63.24786324786325, | |
| "n": 117 | |
| }, | |
| "time": { | |
| "acc_norm": 100.0, | |
| "n": 55 | |
| }, | |
| "two_step_add_subtract": { | |
| "acc_norm": 34.78260869565217, | |
| "n": 46 | |
| }, | |
| "two_step_addition": { | |
| "acc_norm": 63.1578947368421, | |
| "n": 19 | |
| }, | |
| "two_step_subtraction": { | |
| "acc_norm": 25.0, | |
| "n": 32 | |
| } | |
| }, | |
| "by_template": { | |
| "add_bag": { | |
| "acc_norm": 78.94736842105263, | |
| "n": 19 | |
| }, | |
| "add_boxes": { | |
| "acc_norm": 30.76923076923077, | |
| "n": 26 | |
| }, | |
| "add_friend": { | |
| "acc_norm": 73.91304347826087, | |
| "n": 23 | |
| }, | |
| "add_shelf": { | |
| "acc_norm": 65.38461538461539, | |
| "n": 26 | |
| }, | |
| "add_team": { | |
| "acc_norm": 45.833333333333336, | |
| "n": 24 | |
| }, | |
| "add_tray": { | |
| "acc_norm": 20.0, | |
| "n": 10 | |
| }, | |
| "comp_fewer_total": { | |
| "acc_norm": 91.30434782608695, | |
| "n": 23 | |
| }, | |
| "comp_less_by": { | |
| "acc_norm": 88.46153846153847, | |
| "n": 26 | |
| }, | |
| "comp_more_by": { | |
| "acc_norm": 95.45454545454545, | |
| "n": 22 | |
| }, | |
| "comp_more_total": { | |
| "acc_norm": 61.904761904761905, | |
| "n": 21 | |
| }, | |
| "data_difference_votes": { | |
| "acc_norm": 100.0, | |
| "n": 22 | |
| }, | |
| "data_total_votes": { | |
| "acc_norm": 38.095238095238095, | |
| "n": 21 | |
| }, | |
| "div_bags": { | |
| "acc_norm": 94.73684210526316, | |
| "n": 19 | |
| }, | |
| "div_friends": { | |
| "acc_norm": 100.0, | |
| "n": 20 | |
| }, | |
| "div_rows": { | |
| "acc_norm": 100.0, | |
| "n": 15 | |
| }, | |
| "frac_left": { | |
| "acc_norm": 52.63157894736842, | |
| "n": 19 | |
| }, | |
| "frac_shared": { | |
| "acc_norm": 60.0, | |
| "n": 10 | |
| }, | |
| "frac_two_plates": { | |
| "acc_norm": 28.571428571428573, | |
| "n": 21 | |
| }, | |
| "geom_area_rect": { | |
| "acc_norm": 100.0, | |
| "n": 26 | |
| }, | |
| "geom_perim_rect": { | |
| "acc_norm": 69.23076923076923, | |
| "n": 26 | |
| }, | |
| "geom_perim_square": { | |
| "acc_norm": 100.0, | |
| "n": 19 | |
| }, | |
| "geom_tiles": { | |
| "acc_norm": 100.0, | |
| "n": 26 | |
| }, | |
| "measure_cut": { | |
| "acc_norm": 100.0, | |
| "n": 26 | |
| }, | |
| "measure_difference": { | |
| "acc_norm": 62.5, | |
| "n": 24 | |
| }, | |
| "measure_join": { | |
| "acc_norm": 100.0, | |
| "n": 26 | |
| }, | |
| "money_change": { | |
| "acc_norm": 88.0, | |
| "n": 25 | |
| }, | |
| "money_left": { | |
| "acc_norm": 100.0, | |
| "n": 19 | |
| }, | |
| "money_two_items": { | |
| "acc_norm": 80.0, | |
| "n": 20 | |
| }, | |
| "mult_boxes": { | |
| "acc_norm": 100.0, | |
| "n": 23 | |
| }, | |
| "mult_days": { | |
| "acc_norm": 100.0, | |
| "n": 25 | |
| }, | |
| "mult_rows": { | |
| "acc_norm": 100.0, | |
| "n": 26 | |
| }, | |
| "pattern_count_down": { | |
| "acc_norm": 100.0, | |
| "n": 19 | |
| }, | |
| "pattern_count_up": { | |
| "acc_norm": 100.0, | |
| "n": 24 | |
| }, | |
| "pattern_even_groups": { | |
| "acc_norm": 90.0, | |
| "n": 10 | |
| }, | |
| "sub_give": { | |
| "acc_norm": 42.857142857142854, | |
| "n": 21 | |
| }, | |
| "sub_lost": { | |
| "acc_norm": 34.78260869565217, | |
| "n": 23 | |
| }, | |
| "sub_sell": { | |
| "acc_norm": 84.0, | |
| "n": 25 | |
| }, | |
| "sub_take_from_box": { | |
| "acc_norm": 53.84615384615385, | |
| "n": 26 | |
| }, | |
| "sub_used": { | |
| "acc_norm": 100.0, | |
| "n": 22 | |
| }, | |
| "time_left": { | |
| "acc_norm": 100.0, | |
| "n": 19 | |
| }, | |
| "time_session": { | |
| "acc_norm": 100.0, | |
| "n": 15 | |
| }, | |
| "time_two_sessions": { | |
| "acc_norm": 100.0, | |
| "n": 21 | |
| }, | |
| "two_add_three_groups": { | |
| "acc_norm": 63.1578947368421, | |
| "n": 19 | |
| }, | |
| "two_classroom_remove": { | |
| "acc_norm": 27.272727272727273, | |
| "n": 22 | |
| }, | |
| "two_collect_give": { | |
| "acc_norm": 28.0, | |
| "n": 25 | |
| }, | |
| "two_lunch": { | |
| "acc_norm": 42.857142857142854, | |
| "n": 21 | |
| }, | |
| "two_use_twice": { | |
| "acc_norm": 20.0, | |
| "n": 10 | |
| } | |
| } | |
| }, | |
| "seconds": 42.22 | |
| }, | |
| { | |
| "model": "LiquidAI/LFM2.5-350M-Base", | |
| "params": 354483968, | |
| "protocol": { | |
| "dtype": "torch.bfloat16", | |
| "batch_size": 32, | |
| "max_context": 1024, | |
| "shots": 0 | |
| }, | |
| "deeparithmark": { | |
| "n": 1000, | |
| "acc": 20.4, | |
| "acc_norm": 20.0, | |
| "soft": 24.01239404680852, | |
| "disagreements": 4, | |
| "by_depth": { | |
| "2": { | |
| "acc_norm": 17.2, | |
| "soft": 23.28193058619246, | |
| "n": 250 | |
| }, | |
| "3": { | |
| "acc_norm": 23.6, | |
| "soft": 24.901596423659434, | |
| "n": 250 | |
| }, | |
| "4": { | |
| "acc_norm": 21.2, | |
| "soft": 24.58568205528652, | |
| "n": 250 | |
| }, | |
| "5": { | |
| "acc_norm": 18.0, | |
| "soft": 23.28036712209568, | |
| "n": 250 | |
| } | |
| }, | |
| "by_topic": { | |
| "fractions": { | |
| "acc_norm": 36.36363636363637, | |
| "n": 44 | |
| }, | |
| "measurement": { | |
| "acc_norm": 24.242424242424242, | |
| "n": 33 | |
| }, | |
| "money": { | |
| "acc_norm": 38.095238095238095, | |
| "n": 63 | |
| }, | |
| "money_percent": { | |
| "acc_norm": 16.39344262295082, | |
| "n": 122 | |
| }, | |
| "money_rate": { | |
| "acc_norm": 16.666666666666668, | |
| "n": 84 | |
| }, | |
| "multi_step_inventory": { | |
| "acc_norm": 11.290322580645162, | |
| "n": 62 | |
| }, | |
| "percent": { | |
| "acc_norm": 22.916666666666668, | |
| "n": 48 | |
| }, | |
| "percent_money": { | |
| "acc_norm": 14.285714285714286, | |
| "n": 63 | |
| }, | |
| "percent_multi_step": { | |
| "acc_norm": 16.867469879518072, | |
| "n": 83 | |
| }, | |
| "rate": { | |
| "acc_norm": 20.967741935483872, | |
| "n": 62 | |
| }, | |
| "rate_pay": { | |
| "acc_norm": 8.88888888888889, | |
| "n": 45 | |
| }, | |
| "rate_time": { | |
| "acc_norm": 15.151515151515152, | |
| "n": 33 | |
| }, | |
| "ratio": { | |
| "acc_norm": 20.481927710843372, | |
| "n": 83 | |
| }, | |
| "time": { | |
| "acc_norm": 21.714285714285715, | |
| "n": 175 | |
| } | |
| }, | |
| "by_template": { | |
| "discount_tax_coupon_split": { | |
| "acc_norm": 14.285714285714286, | |
| "n": 63 | |
| }, | |
| "inventory_boxes": { | |
| "acc_norm": 11.290322580645162, | |
| "n": 62 | |
| }, | |
| "inventory_percent_chain": { | |
| "acc_norm": 16.867469879518072, | |
| "n": 83 | |
| }, | |
| "measure_cm_cut": { | |
| "acc_norm": 24.242424242424242, | |
| "n": 33 | |
| }, | |
| "mix_split": { | |
| "acc_norm": 38.095238095238095, | |
| "n": 63 | |
| }, | |
| "money_discount_fee": { | |
| "acc_norm": 16.39344262295082, | |
| "n": 122 | |
| }, | |
| "prize_ratio_charity": { | |
| "acc_norm": 20.481927710843372, | |
| "n": 83 | |
| }, | |
| "salary_overtime_tax": { | |
| "acc_norm": 16.666666666666668, | |
| "n": 84 | |
| }, | |
| "schedule_sessions": { | |
| "acc_norm": 31.914893617021278, | |
| "n": 47 | |
| }, | |
| "share_then_split": { | |
| "acc_norm": 36.36363636363637, | |
| "n": 44 | |
| }, | |
| "stock_percent_pack": { | |
| "acc_norm": 22.916666666666668, | |
| "n": 48 | |
| }, | |
| "tank_fill": { | |
| "acc_norm": 20.967741935483872, | |
| "n": 62 | |
| }, | |
| "time_clock_end": { | |
| "acc_norm": 17.96875, | |
| "n": 128 | |
| }, | |
| "trip_minutes": { | |
| "acc_norm": 15.151515151515152, | |
| "n": 33 | |
| }, | |
| "two_rate_pay": { | |
| "acc_norm": 8.88888888888889, | |
| "n": 45 | |
| } | |
| } | |
| }, | |
| "arithmark3": { | |
| "n": 1000, | |
| "acc": 36.0, | |
| "acc_norm": 36.0, | |
| "soft": 27.843545019300016, | |
| "disagreements": 0, | |
| "by_depth": {}, | |
| "by_topic": { | |
| "addition": { | |
| "acc_norm": 24.21875, | |
| "n": 128 | |
| }, | |
| "comparison": { | |
| "acc_norm": 22.727272727272727, | |
| "n": 44 | |
| }, | |
| "comparison_difference": { | |
| "acc_norm": 22.916666666666668, | |
| "n": 48 | |
| }, | |
| "data": { | |
| "acc_norm": 18.6046511627907, | |
| "n": 43 | |
| }, | |
| "division": { | |
| "acc_norm": 48.148148148148145, | |
| "n": 54 | |
| }, | |
| "fractions_counting": { | |
| "acc_norm": 24.0, | |
| "n": 50 | |
| }, | |
| "geometry_area": { | |
| "acc_norm": 59.61538461538461, | |
| "n": 52 | |
| }, | |
| "geometry_perimeter": { | |
| "acc_norm": 42.22222222222222, | |
| "n": 45 | |
| }, | |
| "measurement": { | |
| "acc_norm": 28.94736842105263, | |
| "n": 76 | |
| }, | |
| "money": { | |
| "acc_norm": 21.875, | |
| "n": 64 | |
| }, | |
| "multiplication": { | |
| "acc_norm": 63.513513513513516, | |
| "n": 74 | |
| }, | |
| "patterns": { | |
| "acc_norm": 35.84905660377358, | |
| "n": 53 | |
| }, | |
| "subtraction": { | |
| "acc_norm": 23.076923076923077, | |
| "n": 117 | |
| }, | |
| "time": { | |
| "acc_norm": 94.54545454545455, | |
| "n": 55 | |
| }, | |
| "two_step_add_subtract": { | |
| "acc_norm": 39.130434782608695, | |
| "n": 46 | |
| }, | |
| "two_step_addition": { | |
| "acc_norm": 15.789473684210526, | |
| "n": 19 | |
| }, | |
| "two_step_subtraction": { | |
| "acc_norm": 31.25, | |
| "n": 32 | |
| } | |
| }, | |
| "by_template": { | |
| "add_bag": { | |
| "acc_norm": 15.789473684210526, | |
| "n": 19 | |
| }, | |
| "add_boxes": { | |
| "acc_norm": 30.76923076923077, | |
| "n": 26 | |
| }, | |
| "add_friend": { | |
| "acc_norm": 21.73913043478261, | |
| "n": 23 | |
| }, | |
| "add_shelf": { | |
| "acc_norm": 26.923076923076923, | |
| "n": 26 | |
| }, | |
| "add_team": { | |
| "acc_norm": 25.0, | |
| "n": 24 | |
| }, | |
| "add_tray": { | |
| "acc_norm": 20.0, | |
| "n": 10 | |
| }, | |
| "comp_fewer_total": { | |
| "acc_norm": 26.08695652173913, | |
| "n": 23 | |
| }, | |
| "comp_less_by": { | |
| "acc_norm": 15.384615384615385, | |
| "n": 26 | |
| }, | |
| "comp_more_by": { | |
| "acc_norm": 31.818181818181817, | |
| "n": 22 | |
| }, | |
| "comp_more_total": { | |
| "acc_norm": 19.047619047619047, | |
| "n": 21 | |
| }, | |
| "data_difference_votes": { | |
| "acc_norm": 18.181818181818183, | |
| "n": 22 | |
| }, | |
| "data_total_votes": { | |
| "acc_norm": 19.047619047619047, | |
| "n": 21 | |
| }, | |
| "div_bags": { | |
| "acc_norm": 52.63157894736842, | |
| "n": 19 | |
| }, | |
| "div_friends": { | |
| "acc_norm": 55.0, | |
| "n": 20 | |
| }, | |
| "div_rows": { | |
| "acc_norm": 33.333333333333336, | |
| "n": 15 | |
| }, | |
| "frac_left": { | |
| "acc_norm": 31.57894736842105, | |
| "n": 19 | |
| }, | |
| "frac_shared": { | |
| "acc_norm": 20.0, | |
| "n": 10 | |
| }, | |
| "frac_two_plates": { | |
| "acc_norm": 19.047619047619047, | |
| "n": 21 | |
| }, | |
| "geom_area_rect": { | |
| "acc_norm": 61.53846153846154, | |
| "n": 26 | |
| }, | |
| "geom_perim_rect": { | |
| "acc_norm": 23.076923076923077, | |
| "n": 26 | |
| }, | |
| "geom_perim_square": { | |
| "acc_norm": 68.42105263157895, | |
| "n": 19 | |
| }, | |
| "geom_tiles": { | |
| "acc_norm": 57.69230769230769, | |
| "n": 26 | |
| }, | |
| "measure_cut": { | |
| "acc_norm": 38.46153846153846, | |
| "n": 26 | |
| }, | |
| "measure_difference": { | |
| "acc_norm": 25.0, | |
| "n": 24 | |
| }, | |
| "measure_join": { | |
| "acc_norm": 23.076923076923077, | |
| "n": 26 | |
| }, | |
| "money_change": { | |
| "acc_norm": 24.0, | |
| "n": 25 | |
| }, | |
| "money_left": { | |
| "acc_norm": 36.8421052631579, | |
| "n": 19 | |
| }, | |
| "money_two_items": { | |
| "acc_norm": 5.0, | |
| "n": 20 | |
| }, | |
| "mult_boxes": { | |
| "acc_norm": 56.52173913043478, | |
| "n": 23 | |
| }, | |
| "mult_days": { | |
| "acc_norm": 68.0, | |
| "n": 25 | |
| }, | |
| "mult_rows": { | |
| "acc_norm": 65.38461538461539, | |
| "n": 26 | |
| }, | |
| "pattern_count_down": { | |
| "acc_norm": 31.57894736842105, | |
| "n": 19 | |
| }, | |
| "pattern_count_up": { | |
| "acc_norm": 29.166666666666668, | |
| "n": 24 | |
| }, | |
| "pattern_even_groups": { | |
| "acc_norm": 60.0, | |
| "n": 10 | |
| }, | |
| "sub_give": { | |
| "acc_norm": 14.285714285714286, | |
| "n": 21 | |
| }, | |
| "sub_lost": { | |
| "acc_norm": 13.043478260869565, | |
| "n": 23 | |
| }, | |
| "sub_sell": { | |
| "acc_norm": 8.0, | |
| "n": 25 | |
| }, | |
| "sub_take_from_box": { | |
| "acc_norm": 26.923076923076923, | |
| "n": 26 | |
| }, | |
| "sub_used": { | |
| "acc_norm": 54.54545454545455, | |
| "n": 22 | |
| }, | |
| "time_left": { | |
| "acc_norm": 94.73684210526316, | |
| "n": 19 | |
| }, | |
| "time_session": { | |
| "acc_norm": 86.66666666666667, | |
| "n": 15 | |
| }, | |
| "time_two_sessions": { | |
| "acc_norm": 100.0, | |
| "n": 21 | |
| }, | |
| "two_add_three_groups": { | |
| "acc_norm": 15.789473684210526, | |
| "n": 19 | |
| }, | |
| "two_classroom_remove": { | |
| "acc_norm": 27.272727272727273, | |
| "n": 22 | |
| }, | |
| "two_collect_give": { | |
| "acc_norm": 36.0, | |
| "n": 25 | |
| }, | |
| "two_lunch": { | |
| "acc_norm": 42.857142857142854, | |
| "n": 21 | |
| }, | |
| "two_use_twice": { | |
| "acc_norm": 40.0, | |
| "n": 10 | |
| } | |
| } | |
| }, | |
| "seconds": 31.32 | |
| }, | |
| { | |
| "model": "Qwen/Qwen3-0.6B-Base", | |
| "params": 596049920, | |
| "protocol": { | |
| "dtype": "torch.bfloat16", | |
| "batch_size": 32, | |
| "max_context": 1024, | |
| "shots": 0 | |
| }, | |
| "deeparithmark": { | |
| "n": 1000, | |
| "acc": 29.9, | |
| "acc_norm": 29.2, | |
| "soft": 25.72885543106089, | |
| "disagreements": 59, | |
| "by_depth": { | |
| "2": { | |
| "acc_norm": 37.6, | |
| "soft": 26.218459615651994, | |
| "n": 250 | |
| }, | |
| "3": { | |
| "acc_norm": 32.0, | |
| "soft": 26.206088111676927, | |
| "n": 250 | |
| }, | |
| "4": { | |
| "acc_norm": 28.8, | |
| "soft": 25.827651149814034, | |
| "n": 250 | |
| }, | |
| "5": { | |
| "acc_norm": 18.4, | |
| "soft": 24.663222847100645, | |
| "n": 250 | |
| } | |
| }, | |
| "by_topic": { | |
| "fractions": { | |
| "acc_norm": 70.45454545454545, | |
| "n": 44 | |
| }, | |
| "measurement": { | |
| "acc_norm": 27.272727272727273, | |
| "n": 33 | |
| }, | |
| "money": { | |
| "acc_norm": 41.26984126984127, | |
| "n": 63 | |
| }, | |
| "money_percent": { | |
| "acc_norm": 31.147540983606557, | |
| "n": 122 | |
| }, | |
| "money_rate": { | |
| "acc_norm": 15.476190476190476, | |
| "n": 84 | |
| }, | |
| "multi_step_inventory": { | |
| "acc_norm": 35.483870967741936, | |
| "n": 62 | |
| }, | |
| "percent": { | |
| "acc_norm": 14.583333333333334, | |
| "n": 48 | |
| }, | |
| "percent_money": { | |
| "acc_norm": 19.047619047619047, | |
| "n": 63 | |
| }, | |
| "percent_multi_step": { | |
| "acc_norm": 18.072289156626507, | |
| "n": 83 | |
| }, | |
| "rate": { | |
| "acc_norm": 19.35483870967742, | |
| "n": 62 | |
| }, | |
| "rate_pay": { | |
| "acc_norm": 31.11111111111111, | |
| "n": 45 | |
| }, | |
| "rate_time": { | |
| "acc_norm": 21.21212121212121, | |
| "n": 33 | |
| }, | |
| "ratio": { | |
| "acc_norm": 21.686746987951807, | |
| "n": 83 | |
| }, | |
| "time": { | |
| "acc_norm": 38.857142857142854, | |
| "n": 175 | |
| } | |
| }, | |
| "by_template": { | |
| "discount_tax_coupon_split": { | |
| "acc_norm": 19.047619047619047, | |
| "n": 63 | |
| }, | |
| "inventory_boxes": { | |
| "acc_norm": 35.483870967741936, | |
| "n": 62 | |
| }, | |
| "inventory_percent_chain": { | |
| "acc_norm": 18.072289156626507, | |
| "n": 83 | |
| }, | |
| "measure_cm_cut": { | |
| "acc_norm": 27.272727272727273, | |
| "n": 33 | |
| }, | |
| "mix_split": { | |
| "acc_norm": 41.26984126984127, | |
| "n": 63 | |
| }, | |
| "money_discount_fee": { | |
| "acc_norm": 31.147540983606557, | |
| "n": 122 | |
| }, | |
| "prize_ratio_charity": { | |
| "acc_norm": 21.686746987951807, | |
| "n": 83 | |
| }, | |
| "salary_overtime_tax": { | |
| "acc_norm": 15.476190476190476, | |
| "n": 84 | |
| }, | |
| "schedule_sessions": { | |
| "acc_norm": 25.53191489361702, | |
| "n": 47 | |
| }, | |
| "share_then_split": { | |
| "acc_norm": 70.45454545454545, | |
| "n": 44 | |
| }, | |
| "stock_percent_pack": { | |
| "acc_norm": 14.583333333333334, | |
| "n": 48 | |
| }, | |
| "tank_fill": { | |
| "acc_norm": 19.35483870967742, | |
| "n": 62 | |
| }, | |
| "time_clock_end": { | |
| "acc_norm": 43.75, | |
| "n": 128 | |
| }, | |
| "trip_minutes": { | |
| "acc_norm": 21.21212121212121, | |
| "n": 33 | |
| }, | |
| "two_rate_pay": { | |
| "acc_norm": 31.11111111111111, | |
| "n": 45 | |
| } | |
| } | |
| }, | |
| "arithmark3": { | |
| "n": 1000, | |
| "acc": 69.0, | |
| "acc_norm": 68.4, | |
| "soft": 33.99546114698905, | |
| "disagreements": 10, | |
| "by_depth": {}, | |
| "by_topic": { | |
| "addition": { | |
| "acc_norm": 32.03125, | |
| "n": 128 | |
| }, | |
| "comparison": { | |
| "acc_norm": 97.72727272727273, | |
| "n": 44 | |
| }, | |
| "comparison_difference": { | |
| "acc_norm": 93.75, | |
| "n": 48 | |
| }, | |
| "data": { | |
| "acc_norm": 67.44186046511628, | |
| "n": 43 | |
| }, | |
| "division": { | |
| "acc_norm": 98.14814814814815, | |
| "n": 54 | |
| }, | |
| "fractions_counting": { | |
| "acc_norm": 42.0, | |
| "n": 50 | |
| }, | |
| "geometry_area": { | |
| "acc_norm": 100.0, | |
| "n": 52 | |
| }, | |
| "geometry_perimeter": { | |
| "acc_norm": 75.55555555555556, | |
| "n": 45 | |
| }, | |
| "measurement": { | |
| "acc_norm": 59.21052631578947, | |
| "n": 76 | |
| }, | |
| "money": { | |
| "acc_norm": 68.75, | |
| "n": 64 | |
| }, | |
| "multiplication": { | |
| "acc_norm": 100.0, | |
| "n": 74 | |
| }, | |
| "patterns": { | |
| "acc_norm": 100.0, | |
| "n": 53 | |
| }, | |
| "subtraction": { | |
| "acc_norm": 53.84615384615385, | |
| "n": 117 | |
| }, | |
| "time": { | |
| "acc_norm": 100.0, | |
| "n": 55 | |
| }, | |
| "two_step_add_subtract": { | |
| "acc_norm": 26.08695652173913, | |
| "n": 46 | |
| }, | |
| "two_step_addition": { | |
| "acc_norm": 78.94736842105263, | |
| "n": 19 | |
| }, | |
| "two_step_subtraction": { | |
| "acc_norm": 15.625, | |
| "n": 32 | |
| } | |
| }, | |
| "by_template": { | |
| "add_bag": { | |
| "acc_norm": 21.05263157894737, | |
| "n": 19 | |
| }, | |
| "add_boxes": { | |
| "acc_norm": 38.46153846153846, | |
| "n": 26 | |
| }, | |
| "add_friend": { | |
| "acc_norm": 30.434782608695652, | |
| "n": 23 | |
| }, | |
| "add_shelf": { | |
| "acc_norm": 34.61538461538461, | |
| "n": 26 | |
| }, | |
| "add_team": { | |
| "acc_norm": 37.5, | |
| "n": 24 | |
| }, | |
| "add_tray": { | |
| "acc_norm": 20.0, | |
| "n": 10 | |
| }, | |
| "comp_fewer_total": { | |
| "acc_norm": 100.0, | |
| "n": 23 | |
| }, | |
| "comp_less_by": { | |
| "acc_norm": 88.46153846153847, | |
| "n": 26 | |
| }, | |
| "comp_more_by": { | |
| "acc_norm": 100.0, | |
| "n": 22 | |
| }, | |
| "comp_more_total": { | |
| "acc_norm": 95.23809523809524, | |
| "n": 21 | |
| }, | |
| "data_difference_votes": { | |
| "acc_norm": 81.81818181818181, | |
| "n": 22 | |
| }, | |
| "data_total_votes": { | |
| "acc_norm": 52.38095238095238, | |
| "n": 21 | |
| }, | |
| "div_bags": { | |
| "acc_norm": 94.73684210526316, | |
| "n": 19 | |
| }, | |
| "div_friends": { | |
| "acc_norm": 100.0, | |
| "n": 20 | |
| }, | |
| "div_rows": { | |
| "acc_norm": 100.0, | |
| "n": 15 | |
| }, | |
| "frac_left": { | |
| "acc_norm": 52.63157894736842, | |
| "n": 19 | |
| }, | |
| "frac_shared": { | |
| "acc_norm": 20.0, | |
| "n": 10 | |
| }, | |
| "frac_two_plates": { | |
| "acc_norm": 42.857142857142854, | |
| "n": 21 | |
| }, | |
| "geom_area_rect": { | |
| "acc_norm": 100.0, | |
| "n": 26 | |
| }, | |
| "geom_perim_rect": { | |
| "acc_norm": 57.69230769230769, | |
| "n": 26 | |
| }, | |
| "geom_perim_square": { | |
| "acc_norm": 100.0, | |
| "n": 19 | |
| }, | |
| "geom_tiles": { | |
| "acc_norm": 100.0, | |
| "n": 26 | |
| }, | |
| "measure_cut": { | |
| "acc_norm": 69.23076923076923, | |
| "n": 26 | |
| }, | |
| "measure_difference": { | |
| "acc_norm": 66.66666666666667, | |
| "n": 24 | |
| }, | |
| "measure_join": { | |
| "acc_norm": 42.30769230769231, | |
| "n": 26 | |
| }, | |
| "money_change": { | |
| "acc_norm": 76.0, | |
| "n": 25 | |
| }, | |
| "money_left": { | |
| "acc_norm": 94.73684210526316, | |
| "n": 19 | |
| }, | |
| "money_two_items": { | |
| "acc_norm": 35.0, | |
| "n": 20 | |
| }, | |
| "mult_boxes": { | |
| "acc_norm": 100.0, | |
| "n": 23 | |
| }, | |
| "mult_days": { | |
| "acc_norm": 100.0, | |
| "n": 25 | |
| }, | |
| "mult_rows": { | |
| "acc_norm": 100.0, | |
| "n": 26 | |
| }, | |
| "pattern_count_down": { | |
| "acc_norm": 100.0, | |
| "n": 19 | |
| }, | |
| "pattern_count_up": { | |
| "acc_norm": 100.0, | |
| "n": 24 | |
| }, | |
| "pattern_even_groups": { | |
| "acc_norm": 100.0, | |
| "n": 10 | |
| }, | |
| "sub_give": { | |
| "acc_norm": 52.38095238095238, | |
| "n": 21 | |
| }, | |
| "sub_lost": { | |
| "acc_norm": 21.73913043478261, | |
| "n": 23 | |
| }, | |
| "sub_sell": { | |
| "acc_norm": 68.0, | |
| "n": 25 | |
| }, | |
| "sub_take_from_box": { | |
| "acc_norm": 80.76923076923077, | |
| "n": 26 | |
| }, | |
| "sub_used": { | |
| "acc_norm": 40.90909090909091, | |
| "n": 22 | |
| }, | |
| "time_left": { | |
| "acc_norm": 100.0, | |
| "n": 19 | |
| }, | |
| "time_session": { | |
| "acc_norm": 100.0, | |
| "n": 15 | |
| }, | |
| "time_two_sessions": { | |
| "acc_norm": 100.0, | |
| "n": 21 | |
| }, | |
| "two_add_three_groups": { | |
| "acc_norm": 78.94736842105263, | |
| "n": 19 | |
| }, | |
| "two_classroom_remove": { | |
| "acc_norm": 13.636363636363637, | |
| "n": 22 | |
| }, | |
| "two_collect_give": { | |
| "acc_norm": 20.0, | |
| "n": 25 | |
| }, | |
| "two_lunch": { | |
| "acc_norm": 33.333333333333336, | |
| "n": 21 | |
| }, | |
| "two_use_twice": { | |
| "acc_norm": 20.0, | |
| "n": 10 | |
| } | |
| } | |
| }, | |
| "seconds": 72.8 | |
| }, | |
| { | |
| "model": "Qwen/Qwen3.5-0.8B-Base", | |
| "params": 752393024, | |
| "protocol": { | |
| "dtype": "torch.bfloat16", | |
| "batch_size": 32, | |
| "max_context": 1024, | |
| "shots": 0 | |
| }, | |
| "deeparithmark": { | |
| "n": 1000, | |
| "acc": 27.0, | |
| "acc_norm": 26.7, | |
| "soft": 25.476864875352845, | |
| "disagreements": 39, | |
| "by_depth": { | |
| "2": { | |
| "acc_norm": 28.8, | |
| "soft": 25.581087844845392, | |
| "n": 250 | |
| }, | |
| "3": { | |
| "acc_norm": 24.4, | |
| "soft": 25.683766961099032, | |
| "n": 250 | |
| }, | |
| "4": { | |
| "acc_norm": 28.8, | |
| "soft": 25.509497003686313, | |
| "n": 250 | |
| }, | |
| "5": { | |
| "acc_norm": 24.8, | |
| "soft": 25.133107691780598, | |
| "n": 250 | |
| } | |
| }, | |
| "by_topic": { | |
| "fractions": { | |
| "acc_norm": 27.272727272727273, | |
| "n": 44 | |
| }, | |
| "measurement": { | |
| "acc_norm": 30.303030303030305, | |
| "n": 33 | |
| }, | |
| "money": { | |
| "acc_norm": 38.095238095238095, | |
| "n": 63 | |
| }, | |
| "money_percent": { | |
| "acc_norm": 12.295081967213115, | |
| "n": 122 | |
| }, | |
| "money_rate": { | |
| "acc_norm": 23.80952380952381, | |
| "n": 84 | |
| }, | |
| "multi_step_inventory": { | |
| "acc_norm": 30.64516129032258, | |
| "n": 62 | |
| }, | |
| "percent": { | |
| "acc_norm": 37.5, | |
| "n": 48 | |
| }, | |
| "percent_money": { | |
| "acc_norm": 26.984126984126984, | |
| "n": 63 | |
| }, | |
| "percent_multi_step": { | |
| "acc_norm": 22.89156626506024, | |
| "n": 83 | |
| }, | |
| "rate": { | |
| "acc_norm": 19.35483870967742, | |
| "n": 62 | |
| }, | |
| "rate_pay": { | |
| "acc_norm": 13.333333333333334, | |
| "n": 45 | |
| }, | |
| "rate_time": { | |
| "acc_norm": 3.0303030303030303, | |
| "n": 33 | |
| }, | |
| "ratio": { | |
| "acc_norm": 27.710843373493976, | |
| "n": 83 | |
| }, | |
| "time": { | |
| "acc_norm": 40.57142857142857, | |
| "n": 175 | |
| } | |
| }, | |
| "by_template": { | |
| "discount_tax_coupon_split": { | |
| "acc_norm": 26.984126984126984, | |
| "n": 63 | |
| }, | |
| "inventory_boxes": { | |
| "acc_norm": 30.64516129032258, | |
| "n": 62 | |
| }, | |
| "inventory_percent_chain": { | |
| "acc_norm": 22.89156626506024, | |
| "n": 83 | |
| }, | |
| "measure_cm_cut": { | |
| "acc_norm": 30.303030303030305, | |
| "n": 33 | |
| }, | |
| "mix_split": { | |
| "acc_norm": 38.095238095238095, | |
| "n": 63 | |
| }, | |
| "money_discount_fee": { | |
| "acc_norm": 12.295081967213115, | |
| "n": 122 | |
| }, | |
| "prize_ratio_charity": { | |
| "acc_norm": 27.710843373493976, | |
| "n": 83 | |
| }, | |
| "salary_overtime_tax": { | |
| "acc_norm": 23.80952380952381, | |
| "n": 84 | |
| }, | |
| "schedule_sessions": { | |
| "acc_norm": 29.78723404255319, | |
| "n": 47 | |
| }, | |
| "share_then_split": { | |
| "acc_norm": 27.272727272727273, | |
| "n": 44 | |
| }, | |
| "stock_percent_pack": { | |
| "acc_norm": 37.5, | |
| "n": 48 | |
| }, | |
| "tank_fill": { | |
| "acc_norm": 19.35483870967742, | |
| "n": 62 | |
| }, | |
| "time_clock_end": { | |
| "acc_norm": 44.53125, | |
| "n": 128 | |
| }, | |
| "trip_minutes": { | |
| "acc_norm": 3.0303030303030303, | |
| "n": 33 | |
| }, | |
| "two_rate_pay": { | |
| "acc_norm": 13.333333333333334, | |
| "n": 45 | |
| } | |
| } | |
| }, | |
| "arithmark3": { | |
| "n": 1000, | |
| "acc": 75.7, | |
| "acc_norm": 75.4, | |
| "soft": 35.27921311953758, | |
| "disagreements": 5, | |
| "by_depth": {}, | |
| "by_topic": { | |
| "addition": { | |
| "acc_norm": 54.6875, | |
| "n": 128 | |
| }, | |
| "comparison": { | |
| "acc_norm": 95.45454545454545, | |
| "n": 44 | |
| }, | |
| "comparison_difference": { | |
| "acc_norm": 100.0, | |
| "n": 48 | |
| }, | |
| "data": { | |
| "acc_norm": 58.13953488372093, | |
| "n": 43 | |
| }, | |
| "division": { | |
| "acc_norm": 100.0, | |
| "n": 54 | |
| }, | |
| "fractions_counting": { | |
| "acc_norm": 34.0, | |
| "n": 50 | |
| }, | |
| "geometry_area": { | |
| "acc_norm": 96.15384615384616, | |
| "n": 52 | |
| }, | |
| "geometry_perimeter": { | |
| "acc_norm": 82.22222222222223, | |
| "n": 45 | |
| }, | |
| "measurement": { | |
| "acc_norm": 65.78947368421052, | |
| "n": 76 | |
| }, | |
| "money": { | |
| "acc_norm": 93.75, | |
| "n": 64 | |
| }, | |
| "multiplication": { | |
| "acc_norm": 89.1891891891892, | |
| "n": 74 | |
| }, | |
| "patterns": { | |
| "acc_norm": 100.0, | |
| "n": 53 | |
| }, | |
| "subtraction": { | |
| "acc_norm": 74.35897435897436, | |
| "n": 117 | |
| }, | |
| "time": { | |
| "acc_norm": 100.0, | |
| "n": 55 | |
| }, | |
| "two_step_add_subtract": { | |
| "acc_norm": 26.08695652173913, | |
| "n": 46 | |
| }, | |
| "two_step_addition": { | |
| "acc_norm": 89.47368421052632, | |
| "n": 19 | |
| }, | |
| "two_step_subtraction": { | |
| "acc_norm": 34.375, | |
| "n": 32 | |
| } | |
| }, | |
| "by_template": { | |
| "add_bag": { | |
| "acc_norm": 63.1578947368421, | |
| "n": 19 | |
| }, | |
| "add_boxes": { | |
| "acc_norm": 30.76923076923077, | |
| "n": 26 | |
| }, | |
| "add_friend": { | |
| "acc_norm": 73.91304347826087, | |
| "n": 23 | |
| }, | |
| "add_shelf": { | |
| "acc_norm": 76.92307692307692, | |
| "n": 26 | |
| }, | |
| "add_team": { | |
| "acc_norm": 37.5, | |
| "n": 24 | |
| }, | |
| "add_tray": { | |
| "acc_norm": 40.0, | |
| "n": 10 | |
| }, | |
| "comp_fewer_total": { | |
| "acc_norm": 100.0, | |
| "n": 23 | |
| }, | |
| "comp_less_by": { | |
| "acc_norm": 100.0, | |
| "n": 26 | |
| }, | |
| "comp_more_by": { | |
| "acc_norm": 100.0, | |
| "n": 22 | |
| }, | |
| "comp_more_total": { | |
| "acc_norm": 90.47619047619048, | |
| "n": 21 | |
| }, | |
| "data_difference_votes": { | |
| "acc_norm": 100.0, | |
| "n": 22 | |
| }, | |
| "data_total_votes": { | |
| "acc_norm": 14.285714285714286, | |
| "n": 21 | |
| }, | |
| "div_bags": { | |
| "acc_norm": 100.0, | |
| "n": 19 | |
| }, | |
| "div_friends": { | |
| "acc_norm": 100.0, | |
| "n": 20 | |
| }, | |
| "div_rows": { | |
| "acc_norm": 100.0, | |
| "n": 15 | |
| }, | |
| "frac_left": { | |
| "acc_norm": 26.31578947368421, | |
| "n": 19 | |
| }, | |
| "frac_shared": { | |
| "acc_norm": 60.0, | |
| "n": 10 | |
| }, | |
| "frac_two_plates": { | |
| "acc_norm": 28.571428571428573, | |
| "n": 21 | |
| }, | |
| "geom_area_rect": { | |
| "acc_norm": 100.0, | |
| "n": 26 | |
| }, | |
| "geom_perim_rect": { | |
| "acc_norm": 69.23076923076923, | |
| "n": 26 | |
| }, | |
| "geom_perim_square": { | |
| "acc_norm": 100.0, | |
| "n": 19 | |
| }, | |
| "geom_tiles": { | |
| "acc_norm": 92.3076923076923, | |
| "n": 26 | |
| }, | |
| "measure_cut": { | |
| "acc_norm": 42.30769230769231, | |
| "n": 26 | |
| }, | |
| "measure_difference": { | |
| "acc_norm": 91.66666666666667, | |
| "n": 24 | |
| }, | |
| "measure_join": { | |
| "acc_norm": 65.38461538461539, | |
| "n": 26 | |
| }, | |
| "money_change": { | |
| "acc_norm": 96.0, | |
| "n": 25 | |
| }, | |
| "money_left": { | |
| "acc_norm": 100.0, | |
| "n": 19 | |
| }, | |
| "money_two_items": { | |
| "acc_norm": 85.0, | |
| "n": 20 | |
| }, | |
| "mult_boxes": { | |
| "acc_norm": 82.6086956521739, | |
| "n": 23 | |
| }, | |
| "mult_days": { | |
| "acc_norm": 96.0, | |
| "n": 25 | |
| }, | |
| "mult_rows": { | |
| "acc_norm": 88.46153846153847, | |
| "n": 26 | |
| }, | |
| "pattern_count_down": { | |
| "acc_norm": 100.0, | |
| "n": 19 | |
| }, | |
| "pattern_count_up": { | |
| "acc_norm": 100.0, | |
| "n": 24 | |
| }, | |
| "pattern_even_groups": { | |
| "acc_norm": 100.0, | |
| "n": 10 | |
| }, | |
| "sub_give": { | |
| "acc_norm": 28.571428571428573, | |
| "n": 21 | |
| }, | |
| "sub_lost": { | |
| "acc_norm": 43.47826086956522, | |
| "n": 23 | |
| }, | |
| "sub_sell": { | |
| "acc_norm": 96.0, | |
| "n": 25 | |
| }, | |
| "sub_take_from_box": { | |
| "acc_norm": 100.0, | |
| "n": 26 | |
| }, | |
| "sub_used": { | |
| "acc_norm": 95.45454545454545, | |
| "n": 22 | |
| }, | |
| "time_left": { | |
| "acc_norm": 100.0, | |
| "n": 19 | |
| }, | |
| "time_session": { | |
| "acc_norm": 100.0, | |
| "n": 15 | |
| }, | |
| "time_two_sessions": { | |
| "acc_norm": 100.0, | |
| "n": 21 | |
| }, | |
| "two_add_three_groups": { | |
| "acc_norm": 89.47368421052632, | |
| "n": 19 | |
| }, | |
| "two_classroom_remove": { | |
| "acc_norm": 31.818181818181817, | |
| "n": 22 | |
| }, | |
| "two_collect_give": { | |
| "acc_norm": 28.0, | |
| "n": 25 | |
| }, | |
| "two_lunch": { | |
| "acc_norm": 23.80952380952381, | |
| "n": 21 | |
| }, | |
| "two_use_twice": { | |
| "acc_norm": 40.0, | |
| "n": 10 | |
| } | |
| } | |
| }, | |
| "seconds": 178.91 | |
| }, | |
| { | |
| "model": "togethercomputer/Tev1-0.8B-experimental", | |
| "params": 752393024, | |
| "protocol": { | |
| "dtype": "torch.bfloat16", | |
| "batch_size": 32, | |
| "max_context": 1024, | |
| "shots": 0 | |
| }, | |
| "deeparithmark": { | |
| "n": 1000, | |
| "acc": 22.1, | |
| "acc_norm": 23.1, | |
| "soft": 25.303719574335297, | |
| "disagreements": 38, | |
| "by_depth": { | |
| "2": { | |
| "acc_norm": 20.8, | |
| "soft": 25.320406476569072, | |
| "n": 250 | |
| }, | |
| "3": { | |
| "acc_norm": 24.4, | |
| "soft": 25.619604172043225, | |
| "n": 250 | |
| }, | |
| "4": { | |
| "acc_norm": 23.6, | |
| "soft": 25.367567267891502, | |
| "n": 250 | |
| }, | |
| "5": { | |
| "acc_norm": 23.6, | |
| "soft": 24.907300380837295, | |
| "n": 250 | |
| } | |
| }, | |
| "by_topic": { | |
| "fractions": { | |
| "acc_norm": 40.90909090909091, | |
| "n": 44 | |
| }, | |
| "measurement": { | |
| "acc_norm": 21.21212121212121, | |
| "n": 33 | |
| }, | |
| "money": { | |
| "acc_norm": 34.92063492063492, | |
| "n": 63 | |
| }, | |
| "money_percent": { | |
| "acc_norm": 4.098360655737705, | |
| "n": 122 | |
| }, | |
| "money_rate": { | |
| "acc_norm": 22.61904761904762, | |
| "n": 84 | |
| }, | |
| "multi_step_inventory": { | |
| "acc_norm": 20.967741935483872, | |
| "n": 62 | |
| }, | |
| "percent": { | |
| "acc_norm": 29.166666666666668, | |
| "n": 48 | |
| }, | |
| "percent_money": { | |
| "acc_norm": 17.46031746031746, | |
| "n": 63 | |
| }, | |
| "percent_multi_step": { | |
| "acc_norm": 20.481927710843372, | |
| "n": 83 | |
| }, | |
| "rate": { | |
| "acc_norm": 20.967741935483872, | |
| "n": 62 | |
| }, | |
| "rate_pay": { | |
| "acc_norm": 15.555555555555555, | |
| "n": 45 | |
| }, | |
| "rate_time": { | |
| "acc_norm": 3.0303030303030303, | |
| "n": 33 | |
| }, | |
| "ratio": { | |
| "acc_norm": 27.710843373493976, | |
| "n": 83 | |
| }, | |
| "time": { | |
| "acc_norm": 34.857142857142854, | |
| "n": 175 | |
| } | |
| }, | |
| "by_template": { | |
| "discount_tax_coupon_split": { | |
| "acc_norm": 17.46031746031746, | |
| "n": 63 | |
| }, | |
| "inventory_boxes": { | |
| "acc_norm": 20.967741935483872, | |
| "n": 62 | |
| }, | |
| "inventory_percent_chain": { | |
| "acc_norm": 20.481927710843372, | |
| "n": 83 | |
| }, | |
| "measure_cm_cut": { | |
| "acc_norm": 21.21212121212121, | |
| "n": 33 | |
| }, | |
| "mix_split": { | |
| "acc_norm": 34.92063492063492, | |
| "n": 63 | |
| }, | |
| "money_discount_fee": { | |
| "acc_norm": 4.098360655737705, | |
| "n": 122 | |
| }, | |
| "prize_ratio_charity": { | |
| "acc_norm": 27.710843373493976, | |
| "n": 83 | |
| }, | |
| "salary_overtime_tax": { | |
| "acc_norm": 22.61904761904762, | |
| "n": 84 | |
| }, | |
| "schedule_sessions": { | |
| "acc_norm": 29.78723404255319, | |
| "n": 47 | |
| }, | |
| "share_then_split": { | |
| "acc_norm": 40.90909090909091, | |
| "n": 44 | |
| }, | |
| "stock_percent_pack": { | |
| "acc_norm": 29.166666666666668, | |
| "n": 48 | |
| }, | |
| "tank_fill": { | |
| "acc_norm": 20.967741935483872, | |
| "n": 62 | |
| }, | |
| "time_clock_end": { | |
| "acc_norm": 36.71875, | |
| "n": 128 | |
| }, | |
| "trip_minutes": { | |
| "acc_norm": 3.0303030303030303, | |
| "n": 33 | |
| }, | |
| "two_rate_pay": { | |
| "acc_norm": 15.555555555555555, | |
| "n": 45 | |
| } | |
| } | |
| }, | |
| "arithmark3": { | |
| "n": 1000, | |
| "acc": 71.4, | |
| "acc_norm": 71.4, | |
| "soft": 33.4996357768817, | |
| "disagreements": 2, | |
| "by_depth": {}, | |
| "by_topic": { | |
| "addition": { | |
| "acc_norm": 46.875, | |
| "n": 128 | |
| }, | |
| "comparison": { | |
| "acc_norm": 97.72727272727273, | |
| "n": 44 | |
| }, | |
| "comparison_difference": { | |
| "acc_norm": 100.0, | |
| "n": 48 | |
| }, | |
| "data": { | |
| "acc_norm": 65.11627906976744, | |
| "n": 43 | |
| }, | |
| "division": { | |
| "acc_norm": 100.0, | |
| "n": 54 | |
| }, | |
| "fractions_counting": { | |
| "acc_norm": 34.0, | |
| "n": 50 | |
| }, | |
| "geometry_area": { | |
| "acc_norm": 88.46153846153847, | |
| "n": 52 | |
| }, | |
| "geometry_perimeter": { | |
| "acc_norm": 73.33333333333333, | |
| "n": 45 | |
| }, | |
| "measurement": { | |
| "acc_norm": 60.526315789473685, | |
| "n": 76 | |
| }, | |
| "money": { | |
| "acc_norm": 89.0625, | |
| "n": 64 | |
| }, | |
| "multiplication": { | |
| "acc_norm": 75.67567567567568, | |
| "n": 74 | |
| }, | |
| "patterns": { | |
| "acc_norm": 98.11320754716981, | |
| "n": 53 | |
| }, | |
| "subtraction": { | |
| "acc_norm": 64.95726495726495, | |
| "n": 117 | |
| }, | |
| "time": { | |
| "acc_norm": 100.0, | |
| "n": 55 | |
| }, | |
| "two_step_add_subtract": { | |
| "acc_norm": 28.26086956521739, | |
| "n": 46 | |
| }, | |
| "two_step_addition": { | |
| "acc_norm": 100.0, | |
| "n": 19 | |
| }, | |
| "two_step_subtraction": { | |
| "acc_norm": 34.375, | |
| "n": 32 | |
| } | |
| }, | |
| "by_template": { | |
| "add_bag": { | |
| "acc_norm": 36.8421052631579, | |
| "n": 19 | |
| }, | |
| "add_boxes": { | |
| "acc_norm": 30.76923076923077, | |
| "n": 26 | |
| }, | |
| "add_friend": { | |
| "acc_norm": 60.869565217391305, | |
| "n": 23 | |
| }, | |
| "add_shelf": { | |
| "acc_norm": 92.3076923076923, | |
| "n": 26 | |
| }, | |
| "add_team": { | |
| "acc_norm": 16.666666666666668, | |
| "n": 24 | |
| }, | |
| "add_tray": { | |
| "acc_norm": 30.0, | |
| "n": 10 | |
| }, | |
| "comp_fewer_total": { | |
| "acc_norm": 100.0, | |
| "n": 23 | |
| }, | |
| "comp_less_by": { | |
| "acc_norm": 100.0, | |
| "n": 26 | |
| }, | |
| "comp_more_by": { | |
| "acc_norm": 100.0, | |
| "n": 22 | |
| }, | |
| "comp_more_total": { | |
| "acc_norm": 95.23809523809524, | |
| "n": 21 | |
| }, | |
| "data_difference_votes": { | |
| "acc_norm": 100.0, | |
| "n": 22 | |
| }, | |
| "data_total_votes": { | |
| "acc_norm": 28.571428571428573, | |
| "n": 21 | |
| }, | |
| "div_bags": { | |
| "acc_norm": 100.0, | |
| "n": 19 | |
| }, | |
| "div_friends": { | |
| "acc_norm": 100.0, | |
| "n": 20 | |
| }, | |
| "div_rows": { | |
| "acc_norm": 100.0, | |
| "n": 15 | |
| }, | |
| "frac_left": { | |
| "acc_norm": 47.36842105263158, | |
| "n": 19 | |
| }, | |
| "frac_shared": { | |
| "acc_norm": 10.0, | |
| "n": 10 | |
| }, | |
| "frac_two_plates": { | |
| "acc_norm": 33.333333333333336, | |
| "n": 21 | |
| }, | |
| "geom_area_rect": { | |
| "acc_norm": 96.15384615384616, | |
| "n": 26 | |
| }, | |
| "geom_perim_rect": { | |
| "acc_norm": 53.84615384615385, | |
| "n": 26 | |
| }, | |
| "geom_perim_square": { | |
| "acc_norm": 100.0, | |
| "n": 19 | |
| }, | |
| "geom_tiles": { | |
| "acc_norm": 80.76923076923077, | |
| "n": 26 | |
| }, | |
| "measure_cut": { | |
| "acc_norm": 34.61538461538461, | |
| "n": 26 | |
| }, | |
| "measure_difference": { | |
| "acc_norm": 100.0, | |
| "n": 24 | |
| }, | |
| "measure_join": { | |
| "acc_norm": 50.0, | |
| "n": 26 | |
| }, | |
| "money_change": { | |
| "acc_norm": 100.0, | |
| "n": 25 | |
| }, | |
| "money_left": { | |
| "acc_norm": 94.73684210526316, | |
| "n": 19 | |
| }, | |
| "money_two_items": { | |
| "acc_norm": 70.0, | |
| "n": 20 | |
| }, | |
| "mult_boxes": { | |
| "acc_norm": 82.6086956521739, | |
| "n": 23 | |
| }, | |
| "mult_days": { | |
| "acc_norm": 92.0, | |
| "n": 25 | |
| }, | |
| "mult_rows": { | |
| "acc_norm": 53.84615384615385, | |
| "n": 26 | |
| }, | |
| "pattern_count_down": { | |
| "acc_norm": 94.73684210526316, | |
| "n": 19 | |
| }, | |
| "pattern_count_up": { | |
| "acc_norm": 100.0, | |
| "n": 24 | |
| }, | |
| "pattern_even_groups": { | |
| "acc_norm": 100.0, | |
| "n": 10 | |
| }, | |
| "sub_give": { | |
| "acc_norm": 23.80952380952381, | |
| "n": 21 | |
| }, | |
| "sub_lost": { | |
| "acc_norm": 8.695652173913043, | |
| "n": 23 | |
| }, | |
| "sub_sell": { | |
| "acc_norm": 84.0, | |
| "n": 25 | |
| }, | |
| "sub_take_from_box": { | |
| "acc_norm": 100.0, | |
| "n": 26 | |
| }, | |
| "sub_used": { | |
| "acc_norm": 100.0, | |
| "n": 22 | |
| }, | |
| "time_left": { | |
| "acc_norm": 100.0, | |
| "n": 19 | |
| }, | |
| "time_session": { | |
| "acc_norm": 100.0, | |
| "n": 15 | |
| }, | |
| "time_two_sessions": { | |
| "acc_norm": 100.0, | |
| "n": 21 | |
| }, | |
| "two_add_three_groups": { | |
| "acc_norm": 100.0, | |
| "n": 19 | |
| }, | |
| "two_classroom_remove": { | |
| "acc_norm": 22.727272727272727, | |
| "n": 22 | |
| }, | |
| "two_collect_give": { | |
| "acc_norm": 28.0, | |
| "n": 25 | |
| }, | |
| "two_lunch": { | |
| "acc_norm": 28.571428571428573, | |
| "n": 21 | |
| }, | |
| "two_use_twice": { | |
| "acc_norm": 60.0, | |
| "n": 10 | |
| } | |
| } | |
| }, | |
| "seconds": 190.64 | |
| } | |
| ] | |
| } |