Revision Generation on ITERATER sent
0.4252SARIFull-Finetuning
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Full-FinetuningModel=Llama3.1-8B2026.01 | 0.4252 | 0.6364 | 0.7726 | 0.6114 | |
| Intention-TuningModel=Llama3.1-8B2026.01 | 0.421 | 0.6408 | 0.7799 | 0.6139 | |
| Full-FinetuningModel=Qwen2.5-14B2026.01 | 0.4195 | 0.6089 | 0.7608 | 0.5964 | |
| IR-BaselineModel=Qwen2.5-14B2026.01 | 0.4179 | 0.606 | 0.7688 | 0.5976 | |
| IR-BaselineModel=Llama3.1-8B2026.01 | 0.4177 | 0.6388 | 0.7673 | 0.6079 | |
| Intention-TuningModel=Qwen2.5-14B2026.01 | 0.4113 | 0.6294 | 0.775 | 0.6052 | |
| IST-BaselineModel=Qwen2.5-14B2026.01 | 0.4112 | 0.6309 | 0.7571 | 0.5997 | |
| LISA-BaselineModel=Qwen2.5-14B2026.01 | 0.3982 | 0.6313 | 0.7444 | 0.5913 | |
| IST-BaselineModel=Mistral-7B2026.01 | 0.3942 | 0.6404 | 0.6795 | 0.5714 | |
| Intention-TuningModel=Mistral-7B2026.01 | 0.3933 | 0.6372 | 0.6571 | 0.5625 | |
| IST-BaselineModel=Llama3.1-8B2026.01 | 0.3928 | 0.6316 | 0.7682 | 0.5975 | |
| ICL-BaselineModel=Llama3.1-8B2026.01 | 0.3896 | 0.2793 | 0.6912 | 0.4534 | |
| IR-BaselineModel=Mistral-7B2026.01 | 0.386 | 0.6379 | 0.5951 | 0.5397 | |
| CoT-BaselineModel=Llama3.1-8B2026.01 | 0.3777 | 0.2564 | 0.6675 | 0.4339 | |
| Full-FinetuningModel=Mistral-7B2026.01 | 0.3729 | 0.6426 | 0.5688 | 0.5281 | |
| LISA-BaselineModel=Llama3.1-8B2026.01 | 0.3686 | 0.6263 | 0.7463 | 0.5804 | |
| LISA-BaselineModel=Mistral-7B2026.01 | 0.3668 | 0.6633 | 0.5671 | 0.5324 | |
| CoT-BaselineModel=Qwen2.5-14B2026.01 | 0.3572 | 0.1852 | 0.6534 | 0.3986 | |
| ICL-BaselineModel=Qwen2.5-14B2026.01 | 0.34 | 0.298 | 0.6161 | 0.418 | |
| BART-BaselineModel=N/A2026.01 | 0.3174 | 0.6685 | 0.3557 | 0.4472 | |
| CoT-BaselineModel=Mistral-7B2026.01 | 0.3153 | 0.1248 | 0.6183 | 0.3528 | |
| ICL-BaselineModel=Mistral-7B2026.01 | 0.3143 | 0.131 | 0.6199 | 0.3551 | |
| Copy-BaselineModel=N/A2026.01 | 0.2946 | 0.6886 | 0.025 | 0.3361 |