Natural Language Understanding on CoLA
77.7Exact MatchAdapShot
Evaluation results
| Method | Links | |
|---|---|---|
| AdapShotBackbone=LLaMA-3.2 (3B)2026.05 | 77.7 | |
| AdapShotBackbone=Qwen2.5-7B2026.05 | 69.9 | |
| DBSABackbone=Qwen2.5-7B2026.05 | 65.7 | |
| DBSABackbone=LLaMA-3.2 (3B)2026.05 | 64.9 | |
| Many-shot (1024)Backbone=Qwen2.5-7B2026.05 | 55 | |
| Many-shot (512)Backbone=Qwen2.5-7B2026.05 | 54.2 | |
| Many-shot (512)Backbone=LLaMA-3.2 (3B)2026.05 | 54 | |
| Many-shot (1024)Backbone=LLaMA-3.2 (3B)2026.05 | 53.3 | |
| Many-shot (256)Backbone=LLaMA-3.2 (3B)2026.05 | 52.8 | |
| Many-shot (256)Backbone=Qwen2.5-7B2026.05 | 48.8 | |
| Few-shot (8)Backbone=Qwen2.5-7B2026.05 | 48.4 | |
| Few-shot (8)Backbone=LLaMA-3.2 (3B)2026.05 | 44.9 | |
| Zero-shotBackbone=LLaMA-3.2 (3B)2026.05 | 42.1 | |
| Zero-shotBackbone=Qwen2.5-7B2026.05 | 16.9 |