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robojudge-4b-v02 SFT final (step 5780)
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base rows 1264, new rows 1264, paired 1154

slice n base acc new acc Δacc [95% CI] base NLL new NLL ΔNLL [95% CI] new-only/base-only correct
variant=clean 1046 78.68 78.39 -0.29 [-1.75, +1.05] 0.587 0.664 +0.077 [+0.048, +0.109] 22/25
task=buried_emotion 20 75.00 70.00 -5.00 [-15.00, +0.00] 0.988 1.376 +0.387 [-0.063, +0.973] 0/1
task=buried_paws 20 70.00 70.00 +0.00 [+0.00, +0.00] 0.985 1.144 +0.158 [-0.027, +0.405] 0/0
task=buried_qnli 20 90.00 95.00 +5.00 [+0.00, +15.00] 0.256 0.203 -0.053 [-0.140, +0.042] 1/0
task=buried_tweet_offensive 20 75.00 80.00 +5.00 [+0.00, +15.00] 0.430 0.391 -0.038 [-0.077, -0.004] 1/0
task=composition_held_and_or 32 100.00 90.62 -9.38 [-28.12, +0.00] 0.125 0.154 +0.029 [-0.026, +0.120] 0/3
task=composition_held_conditional 32 68.75 68.75 +0.00 [-18.75, +18.75] 0.582 0.556 -0.026 [-0.117, +0.049] 3/3
task=composition_held_or_not 32 90.62 96.88 +6.25 [+0.00, +15.62] 0.370 0.314 -0.056 [-0.133, +0.015] 2/0
task=contrastive_authorization 40 100.00 100.00 +0.00 [+0.00, +0.00] 0.015 0.001 -0.014 [-0.022, -0.007] 0/0
task=contrastive_deadline 40 52.50 52.50 +0.00 [+0.00, +0.00] 1.059 1.827 +0.769 [+0.450, +1.112] 0/0
task=emotion 80 86.25 85.00 -1.25 [-7.50, +3.75] 0.330 0.297 -0.033 [-0.090, +0.025] 2/3
task=mmlu 80 77.50 75.00 -2.50 [-6.25, +0.00] 0.609 0.697 +0.088 [+0.012, +0.176] 0/2
task=mmlu_pro 200 58.50 56.50 -2.00 [-5.00, +0.50] 1.300 1.406 +0.106 [+0.028, +0.197] 2/6
task=paws 80 75.00 78.75 +3.75 [+0.00, +8.75] 0.712 0.758 +0.047 [-0.028, +0.135] 3/0
task=qnli 80 95.00 90.00 -5.00 [-10.00, -1.25] 0.209 0.267 +0.058 [-0.004, +0.129] 0/4
task=sciq 80 97.50 97.50 +0.00 [+0.00, +0.00] 0.048 0.043 -0.004 [-0.014, +0.007] 0/0
task=tweet_offensive 80 81.25 81.25 +0.00 [-3.75, +3.75] 0.354 0.353 -0.001 [-0.018, +0.017] 1/1