Adapter Retrieval on Mixed Adapter Pool (ARC-C, BoolQ, GSM8K, MBPP) LoRA (test)
65.71Average ScoreW2T
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| W2Ttraining_source=ARC-Easy-LoRA performance prediction, tuning=none2026.03 | 65.71 | 99.14 | 50.76 | 24.97 | 87.96 | |
| GLNettraining_source=ARC-Easy-LoRA performance prediction, tuning=none2026.03 | 43.97 | 77.84 | 0 | 16.65 | 81.39 | |
| RawCostraining=training-free baseline, ranking_criterion=cosine similarity in raw LoRA weight space2026.03 | 35.73 | 39.9 | 45.17 | 33.41 | 24.42 | |
| MLPtraining_source=ARC-Easy-LoRA performance prediction, tuning=none2026.03 | 27.82 | 35.61 | 0 | 0 | 75.65 | |
| ViTtraining_source=ARC-Easy-LoRA performance prediction, tuning=none2026.03 | 25.33 | 13.32 | 33.15 | 29.55 | 25.3 | |
| CNNtraining_source=ARC-Easy-LoRA performance prediction, tuning=none2026.03 | 24.54 | 17.56 | 42.8 | 4.84 | 32.95 |