Free Text Evaluation on Novelty Assessment Dataset
76.03NLI Score (E-C)Novelty Reviewer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Novelty ReviewerBackbone=Llama-3.1-8B-Instruct2026.01 | 76.03 | 7.824 | |
| Paper Reviewer2026.01 | 68.16 | 5.871 | |
| GPT-OSS-20B2026.01 | 66.59 | 7.033 | |
| Mistral-7B-Instruct-v0.12026.01 | 55.29 | 3.566 | |
| SciLlama2026.01 | 54.36 | 5.614 | |
| OpenReviewerBackbone=Llama-3.1-8B-Instruct2026.01 | 51.39 | 6.186 | |
| Llama-3.1-8B-Instruct2026.01 | 48.32 | 5.492 | |
| Qwen2.5-14B-Instruct-1M2026.01 | 44.98 | 6.992 |