MMDocIR
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Page-level reranking | MMDocIR 1.0 (test) | Recall (Resolution)92.6 | 24 | |
| Page Retrieval | MMDocIR 1.0 (full) | Macro R@164.7 | 15 | |
| Layout Retrieval | MMDocIR 1.0 (full) | Macro Recall@139 | 13 | |
| Multimodal Document Information Retrieval | MMDocIR (test) | Macro Recall@170.1 | 13 | |
| Multimodal Page-level Reranking | MMDocIR v1 (test) | Recall@169.2 | 10 | |
| Scientific literature retrieval | MMDocIR Scientific (test) | Recall@160 | 8 | |
| Multimodal Reranking | MMDocIR (test) | Vision Latency (ms)180.2 | 5 |
Showing 7 of 7 rows