Multimodal Document Re-ranking on MMDocIR (test)
100Parse RateConstrained-decoding Base
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Constrained-decoding BaseEvaluation Protocol=Zero-shot, N=102026.06 | 100 | 85.7 | |
| PRISMR (α-mode) (concat)Evaluation Protocol=Zero-shot, N=102026.06 | 100 | 75.3 | |
| PRISMR (β-mode) (mean)Evaluation Protocol=In-domain fine-tune, N=102026.06 | 100 | 83.4 | |
| PRISMR (α-mode) (concat)Evaluation Protocol=In-domain fine-tune, N=102026.06 | 100 | 84.4 | |
| RankGPTEvaluation Protocol=Zero-shot, N=102026.06 | 90 | 76.1 |