Datasets:

mshojaei77
/

tasmim-bench

model_id,revision,primitive,expected_decisions,valid_label_predictions,valid_probability_predictions,label_coverage,probability_coverage,accuracy,macro_f1,noul_true_f1,score_mae,mean_brier,mean_nll,ece_10_bins
vllm-sr/Decision-2.0-Eos-0.8B,52cad37ef21f598302fe964cbfa164739cb965d5,choice,192,0,0,0.0,0.0,,,,,,,
vllm-sr/Decision-2.0-Eos-0.8B,52cad37ef21f598302fe964cbfa164739cb965d5,noul,96,0,0,0.0,0.0,,,,,,,
vllm-sr/Decision-2.0-Eos-0.8B,52cad37ef21f598302fe964cbfa164739cb965d5,score,96,0,0,0.0,0.0,,,,,,,
vllm-sr/Decision-2.0-Kai-0.6B,cc7f30cda9e7c7b28c5f71ef33f01e09385f1c4b,choice,192,0,0,0.0,0.0,,,,,,,
vllm-sr/Decision-2.0-Kai-0.6B,cc7f30cda9e7c7b28c5f71ef33f01e09385f1c4b,noul,96,0,0,0.0,0.0,,,,,,,
vllm-sr/Decision-2.0-Kai-0.6B,cc7f30cda9e7c7b28c5f71ef33f01e09385f1c4b,score,96,0,0,0.0,0.0,,,,,,,
vllm-sr/d3-edge,fe71f8e1dad1d0198386de78345b13f25c319b36,choice,192,0,0,0.0,0.0,,,,,,,
vllm-sr/d3-edge,fe71f8e1dad1d0198386de78345b13f25c319b36,noul,96,0,0,0.0,0.0,,,,,,,
vllm-sr/d3-edge,fe71f8e1dad1d0198386de78345b13f25c319b36,score,96,0,0,0.0,0.0,,,,,,,
vllm-sr/d3-lite,99e5b1ce5a718454cd112cfe00caa8d2ae8df2ff,choice,192,0,0,0.0,0.0,,,,,,,
vllm-sr/d3-lite,99e5b1ce5a718454cd112cfe00caa8d2ae8df2ff,noul,96,0,0,0.0,0.0,,,,,,,
vllm-sr/d3-lite,99e5b1ce5a718454cd112cfe00caa8d2ae8df2ff,score,96,0,0,0.0,0.0,,,,,,,
internlm/Intern-Decision-0.8B,85a0cc5a99d67ea8d56dfe98115689212867171d,choice,192,0,0,0.0,0.0,,,,,,,
internlm/Intern-Decision-0.8B,85a0cc5a99d67ea8d56dfe98115689212867171d,noul,96,0,0,0.0,0.0,,,,,,,
internlm/Intern-Decision-0.8B,85a0cc5a99d67ea8d56dfe98115689212867171d,score,96,0,0,0.0,0.0,,,,,,,
chaoliangUNSW/Jev-Style-0.8B-Decision-v3,b023d1f9c7858fbf01504577a3bfc349ea5c7385,choice,192,0,0,0.0,0.0,,,,,,,
chaoliangUNSW/Jev-Style-0.8B-Decision-v3,b023d1f9c7858fbf01504577a3bfc349ea5c7385,noul,96,0,0,0.0,0.0,,,,,,,
chaoliangUNSW/Jev-Style-0.8B-Decision-v3,b023d1f9c7858fbf01504577a3bfc349ea5c7385,score,96,0,0,0.0,0.0,,,,,,,
Manav2op/verdict-small,085a41e0ea269f00483dd202a286cfb68f7aa63a,choice,192,192,192,1.0,1.0,0.40625,0.31252584221334223,,,0.6935024689456585,1.1422835824721314,0.151087369265699
Manav2op/verdict-small,085a41e0ea269f00483dd202a286cfb68f7aa63a,noul,96,96,96,1.0,1.0,0.5104166666666666,0.37254901960784315,0.0784313725490196,,0.6523986246295037,0.9387397052588239,0.24153854935538557
Manav2op/verdict-small,085a41e0ea269f00483dd202a286cfb68f7aa63a,score,96,96,96,1.0,1.0,0.22916666666666666,0.15293040293040294,,1.1458333333333333,0.8073204662908579,1.5226405249969506,0.19619286719167842
tasksource/tasksource-decider-nano,46e88e08cc1a3122a348ce134f18865e93f8e1c8,choice,192,192,192,1.0,1.0,0.4166666666666667,0.33781001984126985,,,0.6372150825592713,1.062251029400673,0.07037976117817063
tasksource/tasksource-decider-nano,46e88e08cc1a3122a348ce134f18865e93f8e1c8,noul,96,96,96,1.0,1.0,0.6145833333333334,0.6111658456486042,0.5747126436781609,,0.4953971568954667,0.6885605856646397,0.09864747374409155
tasksource/tasksource-decider-nano,46e88e08cc1a3122a348ce134f18865e93f8e1c8,score,96,0,0,0.0,0.0,,,,,,,
DangerLabs/DM-JEPA,6c7b6a6c5ca3bfa5221130fc00cc2c3cbb4a5a8c,choice,192,0,0,0.0,0.0,,,,,,,
DangerLabs/DM-JEPA,6c7b6a6c5ca3bfa5221130fc00cc2c3cbb4a5a8c,noul,96,0,0,0.0,0.0,,,,,,,
DangerLabs/DM-JEPA,6c7b6a6c5ca3bfa5221130fc00cc2c3cbb4a5a8c,score,96,0,0,0.0,0.0,,,,,,,
Hanno-Labs/bosun-v3.1-0.6b,5e78a37c8d86860ebac9ef2d5327d6299498498e,choice,192,0,0,0.0,0.0,,,,,,,
Hanno-Labs/bosun-v3.1-0.6b,5e78a37c8d86860ebac9ef2d5327d6299498498e,noul,96,0,0,0.0,0.0,,,,,,,
Hanno-Labs/bosun-v3.1-0.6b,5e78a37c8d86860ebac9ef2d5327d6299498498e,score,96,0,0,0.0,0.0,,,,,,,
LiquidAI/d1-omni-600M,02b55d7076f15129e59ab3f94783f32c4b088674,choice,192,0,0,0.0,0.0,,,,,,,
LiquidAI/d1-omni-600M,02b55d7076f15129e59ab3f94783f32c4b088674,noul,96,0,0,0.0,0.0,,,,,,,
LiquidAI/d1-omni-600M,02b55d7076f15129e59ab3f94783f32c4b088674,score,96,0,0,0.0,0.0,,,,,,,
Lukitaduarte/dinah-0,bdfb82d3440c1592551779c3e6068cd71fb734f1,choice,192,192,192,1.0,1.0,0.40625,0.34277935606060606,,,0.6709557605875606,1.1221478475522422,0.12015487486348653
Lukitaduarte/dinah-0,bdfb82d3440c1592551779c3e6068cd71fb734f1,noul,96,96,96,1.0,1.0,0.5,0.3333333333333333,0.6666666666666666,,0.6997346827220327,0.9650723886543625,0.32300176785706997
Lukitaduarte/dinah-0,bdfb82d3440c1592551779c3e6068cd71fb734f1,score,96,96,96,1.0,1.0,0.28125,0.18653846153846154,,1.1041666666666667,0.8188624427905311,1.5896868008394833,0.1543055842532827
eljiwo/jiwo-0.8b,71b7911cf68f7df52fdc2dbf07de1e158bb807f2,choice,192,0,0,0.0,0.0,,,,,,,
eljiwo/jiwo-0.8b,71b7911cf68f7df52fdc2dbf07de1e158bb807f2,noul,96,0,0,0.0,0.0,,,,,,,
eljiwo/jiwo-0.8b,71b7911cf68f7df52fdc2dbf07de1e158bb807f2,score,96,0,0,0.0,0.0,,,,,,,
hotchpotch/bekko-system-one-v0-17m,b886a1f9b91f4e8368d7830080d52d955e2c8dfa,choice,192,192,192,1.0,1.0,0.25,0.16537698412698412,,,0.9245753639297534,1.619745933906577,0.37883015287419164
hotchpotch/bekko-system-one-v0-17m,b886a1f9b91f4e8368d7830080d52d955e2c8dfa,noul,96,96,96,1.0,1.0,0.53125,0.3992490613266583,0.6808510638297872,,0.5615368950684788,0.7625614719689432,0.21204434707760808
hotchpotch/bekko-system-one-v0-17m,b886a1f9b91f4e8368d7830080d52d955e2c8dfa,score,96,96,96,1.0,1.0,0.2708333333333333,0.14015645371577576,,0.9791666666666666,0.82292569314298,1.5541898337226643,0.19994142930954695
hotchpotch/bekko-system-one-v0-400m,1960df5602bd93cc8d336fdebd9fb68a30926e13,choice,192,0,0,0.0,0.0,,,,,,,
hotchpotch/bekko-system-one-v0-400m,1960df5602bd93cc8d336fdebd9fb68a30926e13,noul,96,0,0,0.0,0.0,,,,,,,
hotchpotch/bekko-system-one-v0-400m,1960df5602bd93cc8d336fdebd9fb68a30926e13,score,96,0,0,0.0,0.0,,,,,,,
jaredpalmer/kev-0.8b,bf75a6a8848ea6960ff2ed108d9ed44c2941174f,choice,192,0,0,0.0,0.0,,,,,,,
jaredpalmer/kev-0.8b,bf75a6a8848ea6960ff2ed108d9ed44c2941174f,noul,96,0,0,0.0,0.0,,,,,,,
jaredpalmer/kev-0.8b,bf75a6a8848ea6960ff2ed108d9ed44c2941174f,score,96,0,0,0.0,0.0,,,,,,,
kirp/jpt-0.8b,1431c0509bbc10772cd59964cc7af5835c8720d6,choice,192,0,0,0.0,0.0,,,,,,,
kirp/jpt-0.8b,1431c0509bbc10772cd59964cc7af5835c8720d6,noul,96,0,0,0.0,0.0,,,,,,,
kirp/jpt-0.8b,1431c0509bbc10772cd59964cc7af5835c8720d6,score,96,0,0,0.0,0.0,,,,,,,
kshitijthakkar/nirnaya-0.4b-0.2a-decision,8d81850e41ae31a423d89aaf0b8bd77e946df502,choice,192,192,192,1.0,1.0,0.3229166666666667,0.20379464285714285,,,0.6889827599045931,1.1349317074232286,0.08322047395631671
kshitijthakkar/nirnaya-0.4b-0.2a-decision,8d81850e41ae31a423d89aaf0b8bd77e946df502,noul,96,96,96,1.0,1.0,0.4895833333333333,0.46877470355731227,0.5739130434782609,,0.5091394698719917,0.7024260708188538,0.05235333989063896
kshitijthakkar/nirnaya-0.4b-0.2a-decision,8d81850e41ae31a423d89aaf0b8bd77e946df502,score,96,96,96,1.0,1.0,0.28125,0.16886446886446888,,1.3854166666666667,0.7533384825495951,1.3939218962929958,0.020675911878546067
mohamedlotfy50/sifr-0.8b-v3,fdedb868ae7088335cbde79e3a603d05add66377,choice,192,0,0,0.0,0.0,,,,,,,
mohamedlotfy50/sifr-0.8b-v3,fdedb868ae7088335cbde79e3a603d05add66377,noul,96,0,0,0.0,0.0,,,,,,,
mohamedlotfy50/sifr-0.8b-v3,fdedb868ae7088335cbde79e3a603d05add66377,score,96,0,0,0.0,0.0,,,,,,,
notnotsamuel/LFM2.5-350M-RLCD,deb589d803d141cabd158ef55f6617b128529f36,choice,192,0,0,0.0,0.0,,,,,,,
notnotsamuel/LFM2.5-350M-RLCD,deb589d803d141cabd158ef55f6617b128529f36,noul,96,0,0,0.0,0.0,,,,,,,
notnotsamuel/LFM2.5-350M-RLCD,deb589d803d141cabd158ef55f6617b128529f36,score,96,0,0,0.0,0.0,,,,,,,
scar-ai/vera-spark,964a12f7a7c2aaa08950af899277de789f84045c,choice,192,0,0,0.0,0.0,,,,,,,
scar-ai/vera-spark,964a12f7a7c2aaa08950af899277de789f84045c,noul,96,0,0,0.0,0.0,,,,,,,
scar-ai/vera-spark,964a12f7a7c2aaa08950af899277de789f84045c,score,96,0,0,0.0,0.0,,,,,,,
sthanika-ai/Sieve-0.8B,f0f5f886e51ad297e4b04370f251397c39e52eaa,choice,192,0,0,0.0,0.0,,,,,,,
sthanika-ai/Sieve-0.8B,f0f5f886e51ad297e4b04370f251397c39e52eaa,noul,96,0,0,0.0,0.0,,,,,,,
sthanika-ai/Sieve-0.8B,f0f5f886e51ad297e4b04370f251397c39e52eaa,score,96,0,0,0.0,0.0,,,,,,,
togethercomputer/Tev1-0.8B-experimental,6bb2dff14b38fea90ddb14d870166ccaf77374e9,choice,192,0,0,0.0,0.0,,,,,,,
togethercomputer/Tev1-0.8B-experimental,6bb2dff14b38fea90ddb14d870166ccaf77374e9,noul,96,0,0,0.0,0.0,,,,,,,
togethercomputer/Tev1-0.8B-experimental,6bb2dff14b38fea90ddb14d870166ccaf77374e9,score,96,0,0,0.0,0.0,,,,,,,
hotchpotch/bekko-system-one-v0-68m,ab7685f23e5edbc1acb12ced4f2c4e12591efa69,choice,192,192,192,1.0,1.0,0.3645833333333333,0.264361072954823,,,0.7922243945061845,1.3438386737258903,0.25827204125622905
hotchpotch/bekko-system-one-v0-68m,ab7685f23e5edbc1acb12ced4f2c4e12591efa69,noul,96,96,96,1.0,1.0,0.5,0.3333333333333333,0.0,,0.8146983449929084,1.2576852402290721,0.4004871156066656
hotchpotch/bekko-system-one-v0-68m,ab7685f23e5edbc1acb12ced4f2c4e12591efa69,score,96,96,96,1.0,1.0,0.375,0.27545454545454545,,0.875,0.6998223635642956,1.3243778711618608,0.10840234067291021