Argument Reasoning on ArgRC
92.63AccuracyQwen3-8B-Arguinas-Target-SFT
Evaluation Results
| Method | Links | |
|---|---|---|
| Qwen3-8B-Arguinas-Target-SFTModel Backbone=Qwen3-8B, Finetuning Strategy=Pre-adaptive Finetuning, SFT Data Source=Arguinas2026.03 | 92.63 | |
| Qwen3-8B-Target-SFTModel Backbone=Qwen3-8B, Finetuning Strategy=Pre-adaptive Finetuning, SFT Data Source=Target2026.03 | 91.67 | |
| Qwen3-4B-Arguinas-Target-SFTModel Backbone=Qwen3-4B, Finetuning Strategy=Pre-adaptive Finetuning, SFT Data Source=Arguinas2026.03 | 90.77 | |
| Qwen3-8B-AAAC-Target-SFTModel Backbone=Qwen3-8B, Finetuning Strategy=Pre-adaptive Finetuning, SFT Data Source=AAAC2026.03 | 90.68 | |
| Qwen3-8B-EntailmentBank-Target-SFTModel Backbone=Qwen3-8B, Finetuning Strategy=Pre-adaptive Finetuning, SFT Data Source=EntailmentBank2026.03 | 90.63 | |
| Qwen3-8B-ArgumentOnly-Target-SFTModel Backbone=Qwen3-8B, Finetuning Strategy=Pre-adaptive Finetuning, SFT Data Source=ArgumentOnly2026.03 | 88.57 | |
| Qwen3-4B-ArgumentOnly-Target-SFTModel Backbone=Qwen3-4B, Finetuning Strategy=Pre-adaptive Finetuning, SFT Data Source=ArgumentOnly2026.03 | 88.26 | |
| Qwen3-4B-AAAC-Target-SFTModel Backbone=Qwen3-4B, Finetuning Strategy=Pre-adaptive Finetuning, SFT Data Source=AAAC2026.03 | 87.33 | |
| Qwen3-4B-EntailmentBank-Target-SFTModel Backbone=Qwen3-4B, Finetuning Strategy=Pre-adaptive Finetuning, SFT Data Source=EntailmentBank2026.03 | 87.16 | |
| Qwen3-4B-Target-SFTModel Backbone=Qwen3-4B, Finetuning Strategy=Pre-adaptive Finetuning, SFT Data Source=Target2026.03 | 86.54 | |
| Qwen2.5-7B-Instruct-Arguinas-SFTModel Backbone=Qwen2.5-7B-Instruct, Finetuning Strategy=Continued Finetuning, SFT Data Source=Arguinas2026.03 | 74.32 | |
| Qwen3-4B-Instruct-Arguinas-SFTModel Backbone=Qwen3-4B-Instruct, Finetuning Strategy=Continued Finetuning, SFT Data Source=Arguinas2026.03 | 73.76 | |
| Qwen3-4B-InstructModel Backbone=Qwen3-4B-Instruct, Finetuning Strategy=Continued Finetuning, SFT Data Source=Baseline2026.03 | 71.68 | |
| Qwen2.5-7B-InstructModel Backbone=Qwen2.5-7B-Instruct, Finetuning Strategy=Continued Finetuning, SFT Data Source=Baseline2026.03 | 70.02 |