Buckets:
| { | |
| "ours": { | |
| "base": { | |
| "model": "Qwen/Qwen3.5-4B", | |
| "temps": { | |
| "choice": 1.707683209388825, | |
| "noul": 2.4105066990845945, | |
| "score": 1.2847580560947693 | |
| }, | |
| "raw": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 48.05492263372704, | |
| "ci": [ | |
| 37.76904082341696, | |
| 57.150183634721955 | |
| ], | |
| "accuracy": 0.8066666666666666, | |
| "ece_10_bin": 0.06460862585758344, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": 2.049999831140492, | |
| "ci": [ | |
| -9.799345465028715, | |
| 13.108881184556378 | |
| ], | |
| "accuracy": 0.4033333333333333, | |
| "ece_10_bin": 0.15123322991920435, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 56.173306098208656, | |
| "ci": [ | |
| 49.27693100059662, | |
| 63.141876285290685 | |
| ], | |
| "accuracy": 0.7186666666666667, | |
| "ece_10_bin": 0.14011876588219976, | |
| "T": 1.0, | |
| "n": 300 | |
| } | |
| }, | |
| "calibrated": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 36.371473995104964, | |
| "ci": [ | |
| 29.35952403100504, | |
| 42.77706939107353 | |
| ], | |
| "accuracy": 0.8066666666666666, | |
| "ece_10_bin": 0.15700328478531872, | |
| "T": 2.4105066990845945, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": 4.103423043229137, | |
| "ci": [ | |
| -6.389453722683416, | |
| 13.956330811232187 | |
| ], | |
| "accuracy": 0.4033333333333333, | |
| "ece_10_bin": 0.08902712405177117, | |
| "T": 1.2847580560947693, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 59.3453919929658, | |
| "ci": [ | |
| 53.69828564607293, | |
| 64.93884389399817 | |
| ], | |
| "accuracy": 0.7186666666666667, | |
| "ece_10_bin": 0.04315345334218913, | |
| "T": 1.707683209388825, | |
| "n": 300 | |
| } | |
| } | |
| }, | |
| "base_2b": { | |
| "model": "openbmb/MiniCPM5-2B", | |
| "temps": { | |
| "choice": 4.78807442670338, | |
| "noul": 19.999999999982688, | |
| "score": 9.956643342471382 | |
| }, | |
| "raw": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 0.06537669220909592, | |
| "ci": [ | |
| -12.074739103400578, | |
| 12.86250789143286 | |
| ], | |
| "accuracy": 0.6833333333333333, | |
| "ece_10_bin": 0.2256417780118445, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": -26.542430292496523, | |
| "ci": [ | |
| -32.37154921739351, | |
| -19.847259796335507 | |
| ], | |
| "accuracy": 0.3233333333333333, | |
| "ece_10_bin": 0.4115217030994677, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 28.57680388837838, | |
| "ci": [ | |
| 20.866179600278087, | |
| 36.316383050601196 | |
| ], | |
| "accuracy": 0.57, | |
| "ece_10_bin": 0.3036123204111504, | |
| "T": 1.0, | |
| "n": 300 | |
| } | |
| }, | |
| "calibrated": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 7.871329959231909, | |
| "ci": [ | |
| 4.386042772766913, | |
| 11.112613249722312 | |
| ], | |
| "accuracy": 0.6833333333333333, | |
| "ece_10_bin": 0.125778638387935, | |
| "T": 19.999999999982688, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": -6.307747971961097, | |
| "ci": [ | |
| -12.458304188976395, | |
| -0.6936091297558415 | |
| ], | |
| "accuracy": 0.3233333333333333, | |
| "ece_10_bin": 0.010844527401254841, | |
| "T": 9.956643342471382, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 31.930029024290597, | |
| "ci": [ | |
| 28.786810587023467, | |
| 35.1970814222839 | |
| ], | |
| "accuracy": 0.57, | |
| "ece_10_bin": 0.2619731354805633, | |
| "T": 4.78807442670338, | |
| "n": 300 | |
| } | |
| } | |
| }, | |
| "base_2b_think": { | |
| "model": "openbmb/MiniCPM5-2B", | |
| "temps": { | |
| "choice": 11.20281383618261, | |
| "noul": 14.170122098039382, | |
| "score": 8.440970884106083 | |
| }, | |
| "raw": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 33.5031127255792, | |
| "ci": [ | |
| 14.994088405964881, | |
| 50.14401495430281 | |
| ], | |
| "accuracy": 0.8433333333333334, | |
| "ece_10_bin": 0.15666666652019579, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": -53.5046810509483, | |
| "ci": [ | |
| -70.32589555811374, | |
| -37.2137948447786 | |
| ], | |
| "accuracy": 0.33666666666666667, | |
| "ece_10_bin": 0.6633333118218515, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 36.503652709543644, | |
| "ci": [ | |
| 25.697439535484303, | |
| 47.31038520132706 | |
| ], | |
| "accuracy": 0.6866666666666666, | |
| "ece_10_bin": 0.3133331416314482, | |
| "T": 1.0, | |
| "n": 300 | |
| } | |
| }, | |
| "calibrated": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 43.57061048146679, | |
| "ci": [ | |
| 29.803221302295093, | |
| 55.62367362989394 | |
| ], | |
| "accuracy": 0.8433333333333334, | |
| "ece_10_bin": 0.025859414384324198, | |
| "T": 14.170122098039382, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": -24.399113849176544, | |
| "ci": [ | |
| -38.0616774021222, | |
| -11.746581566453877 | |
| ], | |
| "accuracy": 0.33666666666666667, | |
| "ece_10_bin": 0.4503987571107928, | |
| "T": 8.440970884106083, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 28.77450536506706, | |
| "ci": [ | |
| 25.907327767216973, | |
| 31.63217534210117 | |
| ], | |
| "accuracy": 0.6866666666666666, | |
| "ece_10_bin": 0.4068075231256754, | |
| "T": 11.20281383618261, | |
| "n": 300 | |
| } | |
| } | |
| }, | |
| "rl40": { | |
| "model": "runs/v2/checkpoints/rl40_merged", | |
| "temps": { | |
| "choice": 1.1597719952546015, | |
| "noul": 0.8079639789416141, | |
| "score": 0.7152072687033781 | |
| }, | |
| "raw": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 58.26569187854867, | |
| "ci": [ | |
| 47.682670427263815, | |
| 67.59957426059007 | |
| ], | |
| "accuracy": 0.86, | |
| "ece_10_bin": 0.02504456097376074, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": 6.046865704552173, | |
| "ci": [ | |
| -2.4892746013859646, | |
| 14.387750191722974 | |
| ], | |
| "accuracy": 0.42, | |
| "ece_10_bin": 0.09333381174925866, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 60.86873010019582, | |
| "ci": [ | |
| 54.64881897913666, | |
| 67.22493242614614 | |
| ], | |
| "accuracy": 0.732, | |
| "ece_10_bin": 0.05956597864906059, | |
| "T": 1.0, | |
| "n": 300 | |
| } | |
| }, | |
| "calibrated": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 58.07152293620064, | |
| "ci": [ | |
| 46.80979761941665, | |
| 68.33396374013778 | |
| ], | |
| "accuracy": 0.86, | |
| "ece_10_bin": 0.03793417592656142, | |
| "T": 0.8079639789416141, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": 2.0690909709641936, | |
| "ci": [ | |
| -7.552019439614597, | |
| 11.588130422238306 | |
| ], | |
| "accuracy": 0.42, | |
| "ece_10_bin": 0.15102980959657503, | |
| "T": 0.7152072687033781, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 61.28325240743173, | |
| "ci": [ | |
| 55.474958876375645, | |
| 67.25123138884102 | |
| ], | |
| "accuracy": 0.732, | |
| "ece_10_bin": 0.02114475384467073, | |
| "T": 1.1597719952546015, | |
| "n": 300 | |
| } | |
| } | |
| }, | |
| "rl60": { | |
| "model": "runs/v2/checkpoints/rl60_merged", | |
| "temps": { | |
| "choice": 1.1599743376333564, | |
| "noul": 0.7983784191901301, | |
| "score": 0.7276446912498098 | |
| }, | |
| "raw": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 58.72560050503446, | |
| "ci": [ | |
| 48.25519209655997, | |
| 67.9986456840194 | |
| ], | |
| "accuracy": 0.8633333333333333, | |
| "ece_10_bin": 0.026845709305701414, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": 6.037515788606118, | |
| "ci": [ | |
| -2.400834157155406, | |
| 14.35084224020631 | |
| ], | |
| "accuracy": 0.43666666666666665, | |
| "ece_10_bin": 0.095953934239622, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 60.955089258193006, | |
| "ci": [ | |
| 54.66931758063293, | |
| 67.32577013719438 | |
| ], | |
| "accuracy": 0.7313333333333333, | |
| "ece_10_bin": 0.05904332938166834, | |
| "T": 1.0, | |
| "n": 300 | |
| } | |
| }, | |
| "calibrated": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 58.614060949612615, | |
| "ci": [ | |
| 47.33820737643784, | |
| 68.84278523729319 | |
| ], | |
| "accuracy": 0.8633333333333333, | |
| "ece_10_bin": 0.03571861771195042, | |
| "T": 0.7983784191901301, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": 2.368980700043777, | |
| "ci": [ | |
| -7.2405524866967275, | |
| 11.746115459613257 | |
| ], | |
| "accuracy": 0.43666666666666665, | |
| "ece_10_bin": 0.1303236520061676, | |
| "T": 0.7276446912498098, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 61.33904164009218, | |
| "ci": [ | |
| 55.52009100804195, | |
| 67.34968363963038 | |
| ], | |
| "accuracy": 0.7313333333333333, | |
| "ece_10_bin": 0.027606077031200056, | |
| "T": 1.1599743376333564, | |
| "n": 300 | |
| } | |
| } | |
| }, | |
| "rl60_think": { | |
| "model": "runs/v2/checkpoints/rl60_merged", | |
| "temps": { | |
| "choice": 2.145082715273473, | |
| "noul": 1.9352338162597778, | |
| "score": 1.8069801445316314 | |
| }, | |
| "raw": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 58.936313009275274, | |
| "ci": [ | |
| 44.39233287434623, | |
| 72.34563008669913 | |
| ], | |
| "accuracy": 0.9, | |
| "ece_10_bin": 0.09364023899498322, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": -42.99011458744382, | |
| "ci": [ | |
| -61.37940857090847, | |
| -24.665619976798016 | |
| ], | |
| "accuracy": 0.41333333333333333, | |
| "ece_10_bin": 0.519184866453263, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 49.48519474863158, | |
| "ci": [ | |
| 40.343495405677444, | |
| 58.75819407518067 | |
| ], | |
| "accuracy": 0.7333333333333333, | |
| "ece_10_bin": 0.24588454845319418, | |
| "T": 1.0, | |
| "n": 300 | |
| } | |
| }, | |
| "calibrated": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 63.46531221234828, | |
| "ci": [ | |
| 51.2282704267052, | |
| 74.80118608216338 | |
| ], | |
| "accuracy": 0.9, | |
| "ece_10_bin": 0.045119675748778995, | |
| "T": 1.9352338162597778, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": -20.13990146885871, | |
| "ci": [ | |
| -35.33533731665648, | |
| -4.939007706671506 | |
| ], | |
| "accuracy": 0.41333333333333333, | |
| "ece_10_bin": 0.37806488700901164, | |
| "T": 1.8069801445316314, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 59.27752355436782, | |
| "ci": [ | |
| 53.606719794836316, | |
| 64.93246211545883 | |
| ], | |
| "accuracy": 0.7333333333333333, | |
| "ece_10_bin": 0.13413758897367453, | |
| "T": 2.145082715273473, | |
| "n": 300 | |
| } | |
| } | |
| }, | |
| "v1_joint": { | |
| "model": "checkpoints/joint_merged", | |
| "temps": { | |
| "choice": 1.2843740495491411, | |
| "noul": 1.1776347713530488, | |
| "score": 1.0535480782391846 | |
| }, | |
| "raw": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 49.206682779012525, | |
| "ci": [ | |
| 36.65442701300594, | |
| 59.903266381066885 | |
| ], | |
| "accuracy": 0.8233333333333334, | |
| "ece_10_bin": 0.06969906794374832, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": 6.7772824916263685, | |
| "ci": [ | |
| -2.2223595409748595, | |
| 16.175846550495578 | |
| ], | |
| "accuracy": 0.3933333333333333, | |
| "ece_10_bin": 0.17954795337837168, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 60.61334399242887, | |
| "ci": [ | |
| 54.24958965660347, | |
| 66.93369679868799 | |
| ], | |
| "accuracy": 0.7326666666666667, | |
| "ece_10_bin": 0.07895850726459176, | |
| "T": 1.0, | |
| "n": 300 | |
| } | |
| }, | |
| "calibrated": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 50.30267194300714, | |
| "ci": [ | |
| 38.78645963769695, | |
| 60.216646199918934 | |
| ], | |
| "accuracy": 0.8233333333333334, | |
| "ece_10_bin": 0.06609612462236357, | |
| "T": 1.1776347713530488, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": 7.5280862119676435, | |
| "ci": [ | |
| -1.2187682680666836, | |
| 16.69347049625058 | |
| ], | |
| "accuracy": 0.3933333333333333, | |
| "ece_10_bin": 0.16808161152147194, | |
| "T": 1.0535480782391846, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 61.483220852549046, | |
| "ci": [ | |
| 55.919259043009745, | |
| 67.11049272666077 | |
| ], | |
| "accuracy": 0.7326666666666667, | |
| "ece_10_bin": 0.05006183740765189, | |
| "T": 1.2843740495491411, | |
| "n": 300 | |
| } | |
| } | |
| }, | |
| "v2_2b": { | |
| "model": "runs/v2_2b/checkpoints/v2b_joint_merged", | |
| "temps": { | |
| "choice": 1.0924917038331285, | |
| "noul": 0.6133218472538287, | |
| "score": 0.7621787953970005 | |
| }, | |
| "raw": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 43.58234449799754, | |
| "ci": [ | |
| 32.467084766485215, | |
| 53.490310674231864 | |
| ], | |
| "accuracy": 0.79, | |
| "ece_10_bin": 0.06297236285262527, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": 0.6637233783827412, | |
| "ci": [ | |
| -6.537478300305655, | |
| 8.270746327898612 | |
| ], | |
| "accuracy": 0.35, | |
| "ece_10_bin": 0.17140852998786757, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 53.92308258456515, | |
| "ci": [ | |
| 47.8488111622375, | |
| 60.00593318759219 | |
| ], | |
| "accuracy": 0.668, | |
| "ece_10_bin": 0.048110853789338, | |
| "T": 1.0, | |
| "n": 300 | |
| } | |
| }, | |
| "calibrated": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 41.560019439645814, | |
| "ci": [ | |
| 27.87758590950197, | |
| 53.45290476044082 | |
| ], | |
| "accuracy": 0.79, | |
| "ece_10_bin": 0.0857771775727929, | |
| "T": 0.6133218472538287, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": -3.9949134233046912, | |
| "ci": [ | |
| -11.642008207818442, | |
| 4.443413141629088 | |
| ], | |
| "accuracy": 0.35, | |
| "ece_10_bin": 0.2241508614885324, | |
| "T": 0.7621787953970005, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 54.152173734130216, | |
| "ci": [ | |
| 48.384491001853675, | |
| 59.872845624000156 | |
| ], | |
| "accuracy": 0.668, | |
| "ece_10_bin": 0.03394477729754107, | |
| "T": 1.0924917038331285, | |
| "n": 300 | |
| } | |
| } | |
| }, | |
| "v2_2b_ro": { | |
| "model": "runs/v2_2b/checkpoints/v2b_ro_merged", | |
| "temps": { | |
| "choice": 1.0772703967295125, | |
| "noul": 0.6149937401183327, | |
| "score": 0.7973321069676444 | |
| }, | |
| "raw": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 47.04643260903809, | |
| "ci": [ | |
| 36.009090370403115, | |
| 56.80703000977964 | |
| ], | |
| "accuracy": 0.82, | |
| "ece_10_bin": 0.015477258953326474, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": 2.676392608952649, | |
| "ci": [ | |
| -4.610753531368588, | |
| 10.187235755087887 | |
| ], | |
| "accuracy": 0.4033333333333333, | |
| "ece_10_bin": 0.10693574766283558, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 53.88407802182469, | |
| "ci": [ | |
| 48.02925310834641, | |
| 60.06044789809394 | |
| ], | |
| "accuracy": 0.6793333333333333, | |
| "ece_10_bin": 0.026937718645406474, | |
| "T": 1.0, | |
| "n": 300 | |
| } | |
| }, | |
| "calibrated": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 44.575293822302086, | |
| "ci": [ | |
| 31.521025085187834, | |
| 56.53223179946575 | |
| ], | |
| "accuracy": 0.82, | |
| "ece_10_bin": 0.07335495778853046, | |
| "T": 0.6149937401183327, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": -0.3802936765010312, | |
| "ci": [ | |
| -8.192748138473686, | |
| 7.9471501430822675 | |
| ], | |
| "accuracy": 0.4033333333333333, | |
| "ece_10_bin": 0.13772908624584113, | |
| "T": 0.7973321069676444, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 53.90635910616057, | |
| "ci": [ | |
| 48.35518692964494, | |
| 59.81217350423332 | |
| ], | |
| "accuracy": 0.6793333333333333, | |
| "ece_10_bin": 0.045755905574880795, | |
| "T": 1.0772703967295125, | |
| "n": 300 | |
| } | |
| } | |
| }, | |
| "v2_joint": { | |
| "model": "runs/v2/checkpoints/v2_joint_merged", | |
| "temps": { | |
| "choice": 1.1592816013856364, | |
| "noul": 0.8031824332990728, | |
| "score": 0.716891860990727 | |
| }, | |
| "raw": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 57.9754923387608, | |
| "ci": [ | |
| 47.474841970587384, | |
| 67.33647236474492 | |
| ], | |
| "accuracy": 0.8566666666666667, | |
| "ece_10_bin": 0.024792356261037377, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": 6.072330512589563, | |
| "ci": [ | |
| -2.447039948281713, | |
| 14.421161550147108 | |
| ], | |
| "accuracy": 0.43, | |
| "ece_10_bin": 0.0758746614948931, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 60.90446514198684, | |
| "ci": [ | |
| 54.643973597052714, | |
| 67.26811195597078 | |
| ], | |
| "accuracy": 0.734, | |
| "ece_10_bin": 0.05840767711375198, | |
| "T": 1.0, | |
| "n": 300 | |
| } | |
| }, | |
| "calibrated": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 57.786338685636565, | |
| "ci": [ | |
| 46.39802375142668, | |
| 68.04438733775511 | |
| ], | |
| "accuracy": 0.8566666666666667, | |
| "ece_10_bin": 0.033081921946533914, | |
| "T": 0.8031824332990728, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": 2.314214972593698, | |
| "ci": [ | |
| -7.267135153938562, | |
| 11.84096549506603 | |
| ], | |
| "accuracy": 0.43, | |
| "ece_10_bin": 0.1364261756101774, | |
| "T": 0.716891860990727, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 61.31478198739936, | |
| "ci": [ | |
| 55.423784855833, | |
| 67.28099088659312 | |
| ], | |
| "accuracy": 0.734, | |
| "ece_10_bin": 0.02052732067327072, | |
| "T": 1.1592816013856364, | |
| "n": 300 | |
| } | |
| } | |
| }, | |
| "v2_joint_think": { | |
| "model": "runs/v2/checkpoints/v2_joint_merged", | |
| "temps": { | |
| "choice": 2.117644532766411, | |
| "noul": 1.8910262876636832, | |
| "score": 1.6148431811799775 | |
| }, | |
| "raw": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 53.8314296697503, | |
| "ci": [ | |
| 38.461630538462174, | |
| 67.87374086095278 | |
| ], | |
| "accuracy": 0.8833333333333333, | |
| "ece_10_bin": 0.1058673775031327, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": -26.198138966218607, | |
| "ci": [ | |
| -41.16874622377119, | |
| -10.352952534125588 | |
| ], | |
| "accuracy": 0.4066666666666667, | |
| "ece_10_bin": 0.43834127630132536, | |
| "T": 1.0, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 51.88605431545722, | |
| "ci": [ | |
| 43.24874709777629, | |
| 61.27065017189058 | |
| ], | |
| "accuracy": 0.7333333333333333, | |
| "ece_10_bin": 0.22046967225320246, | |
| "T": 1.0, | |
| "n": 300 | |
| } | |
| }, | |
| "calibrated": { | |
| "pubmedqa": { | |
| "primitive": "noul", | |
| "ds": 60.202782831455316, | |
| "ci": [ | |
| 47.716787071167964, | |
| 71.90589744680015 | |
| ], | |
| "accuracy": 0.8833333333333333, | |
| "ece_10_bin": 0.05377978866712399, | |
| "T": 1.8910262876636832, | |
| "n": 300 | |
| }, | |
| "helpsteer2": { | |
| "primitive": "score", | |
| "ds": -13.044833077924034, | |
| "ci": [ | |
| -26.61036521386943, | |
| 0.5771093535241466 | |
| ], | |
| "accuracy": 0.4066666666666667, | |
| "ece_10_bin": 0.344897159660971, | |
| "T": 1.6148431811799775, | |
| "n": 300 | |
| }, | |
| "banking77": { | |
| "primitive": "choice", | |
| "ds": 59.32358836134435, | |
| "ci": [ | |
| 53.92375680330441, | |
| 65.06160011264834 | |
| ], | |
| "accuracy": 0.7333333333333333, | |
| "ece_10_bin": 0.11909380664834994, | |
| "T": 2.117644532766411, | |
| "n": 300 | |
| } | |
| } | |
| } | |
| }, | |
| "board": [ | |
| { | |
| "board": "banking77", | |
| "name": "Gemini 3.8 Flash", | |
| "ds": 74.107, | |
| "ci": [ | |
| 68.4397, | |
| 79.7893 | |
| ], | |
| "accuracy": 0.846, | |
| "ece": 0.0319, | |
| "p95_ms": 3938, | |
| "cost_per_1k": 1.367931, | |
| "interface": "adapter" | |
| }, | |
| { | |
| "board": "banking77", | |
| "name": "Jev", | |
| "ds": 67.7806, | |
| "ci": [ | |
| 61.3393, | |
| 74.4909 | |
| ], | |
| "accuracy": 0.7967, | |
| "ece": 0.0981, | |
| "p95_ms": 693, | |
| "cost_per_1k": 0.043276, | |
| "interface": "native" | |
| }, | |
| { | |
| "board": "banking77", | |
| "name": "GLM-5.3", | |
| "ds": 66.8264, | |
| "ci": [ | |
| 61.9567, | |
| 71.7196 | |
| ], | |
| "accuracy": 0.7887, | |
| "ece": 0.0616, | |
| "p95_ms": 3186, | |
| "cost_per_1k": 0.718505, | |
| "interface": "adapter" | |
| }, | |
| { | |
| "board": "banking77", | |
| "name": "DeepSeek V4.1 Flash", | |
| "ds": 63.9292, | |
| "ci": [ | |
| 58.5065, | |
| 69.6119 | |
| ], | |
| "accuracy": 0.7587, | |
| "ece": 0.0276, | |
| "p95_ms": 1309, | |
| "cost_per_1k": 0.138384, | |
| "interface": "adapter" | |
| }, | |
| { | |
| "board": "banking77", | |
| "name": "Qwen3.8 Flash", | |
| "ds": 62.4389, | |
| "ci": [ | |
| 55.9178, | |
| 68.8961 | |
| ], | |
| "accuracy": 0.768, | |
| "ece": 0.0951, | |
| "p95_ms": 3105, | |
| "cost_per_1k": 0.122064, | |
| "interface": "adapter" | |
| }, | |
| { | |
| "board": "banking77", | |
| "name": "Mistral Medium 3.5", | |
| "ds": 59.4547, | |
| "ci": [ | |
| 54.2695, | |
| 64.8301 | |
| ], | |
| "accuracy": 0.7447, | |
| "ece": 0.0807, | |
| "p95_ms": 1444, | |
| "cost_per_1k": 1.515244, | |
| "interface": "adapter" | |
| }, | |
| { | |
| "board": "banking77", | |
| "name": "Mercury 2.5", | |
| "ds": 54.0395, | |
| "ci": [ | |
| 47.8178, | |
| 60.6156 | |
| ], | |
| "accuracy": 0.7033, | |
| "ece": 0.1044, | |
| "p95_ms": 1478, | |
| "cost_per_1k": 0.03606, | |
| "interface": "adapter" | |
| }, | |
| { | |
| "board": "banking77", | |
| "name": "Label prior", | |
| "ds": 0, | |
| "ci": [ | |
| 0, | |
| 0 | |
| ], | |
| "accuracy": 0.0133, | |
| "ece": 0, | |
| "p95_ms": null, | |
| "cost_per_1k": 0, | |
| "interface": "baseline" | |
| }, | |
| { | |
| "board": "helpsteer2", | |
| "name": "Jev", | |
| "ds": 9.2034, | |
| "ci": [ | |
| -4.365, | |
| 20.9655 | |
| ], | |
| "accuracy": 0.4127, | |
| "ece": 0.1966, | |
| "p95_ms": 670, | |
| "cost_per_1k": 0.036285, | |
| "interface": "native" | |
| }, | |
| { | |
| "board": "helpsteer2", | |
| "name": "GLM-5.3", | |
| "ds": 7.7828, | |
| "ci": [ | |
| -4.5884, | |
| 18.5647 | |
| ], | |
| "accuracy": 0.43, | |
| "ece": 0.1287, | |
| "p95_ms": 3631, | |
| "cost_per_1k": 0.784848, | |
| "interface": "adapter" | |
| }, | |
| { | |
| "board": "helpsteer2", | |
| "name": "Gemini 3.8 Flash", | |
| "ds": 4.5909, | |
| "ci": [ | |
| -12.2314, | |
| 18.9838 | |
| ], | |
| "accuracy": 0.424, | |
| "ece": 0.2259, | |
| "p95_ms": 3979, | |
| "cost_per_1k": 1.269273, | |
| "interface": "adapter" | |
| }, | |
| { | |
| "board": "helpsteer2", | |
| "name": "Label prior", | |
| "ds": 0, | |
| "ci": [ | |
| 0, | |
| 0 | |
| ], | |
| "accuracy": 0.4167, | |
| "ece": 0, | |
| "p95_ms": null, | |
| "cost_per_1k": 0, | |
| "interface": "baseline" | |
| }, | |
| { | |
| "board": "helpsteer2", | |
| "name": "Qwen3.8 Flash", | |
| "ds": -1.3701, | |
| "ci": [ | |
| -15.4058, | |
| 11.5108 | |
| ], | |
| "accuracy": 0.3607, | |
| "ece": 0.2577, | |
| "p95_ms": 2638, | |
| "cost_per_1k": 0.125698, | |
| "interface": "adapter" | |
| }, | |
| { | |
| "board": "helpsteer2", | |
| "name": "Mercury 2.5", | |
| "ds": -5.5457, | |
| "ci": [ | |
| -16.2223, | |
| 3.9934 | |
| ], | |
| "accuracy": 0.4173, | |
| "ece": 0.3148, | |
| "p95_ms": 1165, | |
| "cost_per_1k": 0.034331, | |
| "interface": "adapter" | |
| }, | |
| { | |
| "board": "helpsteer2", | |
| "name": "Mistral Medium 3.5", | |
| "ds": -13.7288, | |
| "ci": [ | |
| -28.2641, | |
| -0.1455 | |
| ], | |
| "accuracy": 0.4387, | |
| "ece": 0.3361, | |
| "p95_ms": 1178, | |
| "cost_per_1k": 1.325036, | |
| "interface": "adapter" | |
| }, | |
| { | |
| "board": "helpsteer2", | |
| "name": "DeepSeek V4.1 Flash", | |
| "ds": -18.9946, | |
| "ci": [ | |
| -36.0158, | |
| -3.3185 | |
| ], | |
| "accuracy": 0.3467, | |
| "ece": 0.3348, | |
| "p95_ms": 1203, | |
| "cost_per_1k": 0.125297, | |
| "interface": "adapter" | |
| }, | |
| { | |
| "board": "pubmedqa", | |
| "name": "Gemini 3.8 Flash", | |
| "ds": 72.983, | |
| "ci": [ | |
| 62.0659, | |
| 82.2398 | |
| ], | |
| "accuracy": 0.9253, | |
| "ece": 0.0198, | |
| "p95_ms": 5538, | |
| "cost_per_1k": 0.803439, | |
| "interface": "adapter" | |
| }, | |
| { | |
| "board": "pubmedqa", | |
| "name": "Jev", | |
| "ds": 69.0274, | |
| "ci": [ | |
| 59.7741, | |
| 76.5459 | |
| ], | |
| "accuracy": 0.9127, | |
| "ece": 0.0504, | |
| "p95_ms": 653, | |
| "cost_per_1k": 0.028535, | |
| "interface": "native" | |
| }, | |
| { | |
| "board": "pubmedqa", | |
| "name": "Qwen3.8 Flash", | |
| "ds": 62.4422, | |
| "ci": [ | |
| 50.905, | |
| 72.5479 | |
| ], | |
| "accuracy": 0.8967, | |
| "ece": 0.0255, | |
| "p95_ms": 3515, | |
| "cost_per_1k": 0.08613, | |
| "interface": "adapter" | |
| }, | |
| { | |
| "board": "pubmedqa", | |
| "name": "GLM-5.3", | |
| "ds": 60.6328, | |
| "ci": [ | |
| 49.9596, | |
| 69.8189 | |
| ], | |
| "accuracy": 0.8867, | |
| "ece": 0.0202, | |
| "p95_ms": 2879, | |
| "cost_per_1k": 0.512414, | |
| "interface": "adapter" | |
| }, | |
| { | |
| "board": "pubmedqa", | |
| "name": "Mistral Medium 3.5", | |
| "ds": 58.0327, | |
| "ci": [ | |
| 45.3414, | |
| 69.8002 | |
| ], | |
| "accuracy": 0.888, | |
| "ece": 0.0523, | |
| "p95_ms": 917, | |
| "cost_per_1k": 0.874716, | |
| "interface": "adapter" | |
| }, | |
| { | |
| "board": "pubmedqa", | |
| "name": "Mercury 2.5", | |
| "ds": 55.6583, | |
| "ci": [ | |
| 44.8114, | |
| 65.4167 | |
| ], | |
| "accuracy": 0.8713, | |
| "ece": 0.0468, | |
| "p95_ms": 1036, | |
| "cost_per_1k": 0.022595, | |
| "interface": "adapter" | |
| }, | |
| { | |
| "board": "pubmedqa", | |
| "name": "DeepSeek V4.1 Flash", | |
| "ds": 47.5001, | |
| "ci": [ | |
| 34.7497, | |
| 59.0847 | |
| ], | |
| "accuracy": 0.8367, | |
| "ece": 0.0616, | |
| "p95_ms": 1123, | |
| "cost_per_1k": 0.078411, | |
| "interface": "adapter" | |
| }, | |
| { | |
| "board": "pubmedqa", | |
| "name": "Label prior", | |
| "ds": 0, | |
| "ci": [ | |
| 0, | |
| 0 | |
| ], | |
| "accuracy": 0.62, | |
| "ece": 0, | |
| "p95_ms": null, | |
| "cost_per_1k": 0, | |
| "interface": "baseline" | |
| } | |
| ], | |
| "release": "2026-09-18", | |
| "suite": "0.1.0" | |
| } |
Xet Storage Details
- Size:
- 25.4 kB
- Xet hash:
- a96f519bf0a13d57db630d3aa29e8eb8fed6c84a1137c68ef25fffc26b0a2252
·
Xet efficiently stores files, intelligently splitting them into unique chunks and accelerating uploads and downloads. More info.