Visual Document Retrieval Models
Tracked visual document retrieval models monitored by OpenModelStats. Rankings below compare tracked models against each other — see the methodology for scope and limitations.
- Top-10 combined DL 30D
- 1.1M
- Tasks directory position
- See all tasks
- Growth history
- Available
- Last refresh
- Sep 22, 2026
Trending now
| # | Model | Task | DL 30D | 7D | Likes | Params |
|---|---|---|---|---|---|---|
| 1 | EVIE-4.5Btencent | Visual Document Retrieval | 2,435 | 70.5%(up) | ||
| 2 | jina-embeddings-v4jinaai | Visual Document Retrieval | 136.5K | 0.8%(up) | ||
| 3 | NeoMME-260M-RetrieverHcompany | Visual Document Retrieval | 1,370 | — | ||
| 4 | EVIE-8Btencent | Visual Document Retrieval | 1,141 | — | ||
| 5 | NeoMME-800M-Retriever-ST-lateHcompany | Visual Document Retrieval | 201 | — | ||
| 6 | tomoro-colqwen3-embed-4bTomoroAI | Visual Document Retrieval | 42.1K | 1.0%(up) | ||
| 7 | EvoQwen2.5-VL-Retriever-7B-v1ApsaraStackMaaS | Visual Document Retrieval | 422 | — | ||
| 8 | NeoMME-260M-Retriever-ST-lateHcompany | Visual Document Retrieval | 862 | — | ||
| 9 | colSmol-256M-6bitDifferentProductions | Visual Document Retrieval | 18 | — | ||
| 10 | NeoMME-800M-RetrieverHcompany | Visual Document Retrieval | 1,193 | — |
Most downloaded
| Model | Task | DL 30D | 7D | Likes | Params |
|---|---|---|---|---|---|
| colSmol-500Mvidore | Visual Document Retrieval | 402.5K | 18.4%(up) | ||
| jina-embeddings-v4jinaai | Visual Document Retrieval | 136.5K | 0.8%(up) | ||
| colqwen2.5-v0.2vidore | Visual Document Retrieval | 120.6K | 0.3%(up) | ||
| colqwen3.5-4.5B-v3athrael-soju | Visual Document Retrieval | 115.5K | 0.6%(up) | ||
| jina-embeddings-v4-vllm-retrievaljinaai | Visual Document Retrieval | 105.1K | 10.9%(up) | ||
| colqwen2-v1.0vidore | Visual Document Retrieval | 55.8K | 0.7%(up) | ||
| colpali-v1.2vidore | Visual Document Retrieval | 50.4K | 0.9%(up) | ||
| tomoro-colqwen3-embed-4bTomoroAI | Visual Document Retrieval | 42.1K | 1.0%(up) | ||
| colqwen2-v1.0-hfvidore | Visual Document Retrieval | 34.5K | 1.6%(up) | ||
| colpali-v1.3vidore | Visual Document Retrieval | 33.1K | 0.4%(up) |
Fastest growing
Downloads gained over the last seven tracked days.
| Model | Task | DL 30D | 7D7D gained | Likes | Params |
|---|---|---|---|---|---|
| jina-embeddings-v4-vllm-retrievaljinaai | Visual Document Retrieval | 105.1K | +81.5K | ||
| colSmol-500Mvidore | Visual Document Retrieval | 402.5K | +79.9K | ||
| jina-embeddings-v4jinaai | Visual Document Retrieval | 136.5K | +34.8K | ||
| colpali-v1.2vidore | Visual Document Retrieval | 50.4K | +16.9K | ||
| colqwen2-v1.0vidore | Visual Document Retrieval | 55.8K | +15K | ||
| colqwen2.5-3b-multilingual-v1.0tsystems | Visual Document Retrieval | 24K | +10.7K | ||
| colqwen2-v1.0-hfvidore | Visual Document Retrieval | 34.5K | +9,755 | ||
| colqwen2.5-v0.2vidore | Visual Document Retrieval | 120.6K | +8,806 | ||
| tomoro-colqwen3-embed-4bTomoroAI | Visual Document Retrieval | 42.1K | +7,180 | ||
| colpali-v1.3vidore | Visual Document Retrieval | 33.1K | +6,717 |
New & notable
Published within the last 90 days with meaningful traction.
| Model | Task | DL 30D | 7D7D gained | Likes | Params | Published |
|---|---|---|---|---|---|---|
| EVIE-4.5Btencent | Visual Document Retrieval | 2,435 | +730 | Sep 4, 2026 | ||
| NeoMME-260M-RetrieverHcompany | Visual Document Retrieval | 1,370 | +333 | Jul 23, 2026 | ||
| webAI-ColVec1.1-4bwebAI-Official | Visual Document Retrieval | 1,343 | +257 | Jul 22, 2026 | ||
| NeoMME-800M-RetrieverHcompany | Visual Document Retrieval | 1,193 | +139 | Aug 4, 2026 | ||
| EVIE-8Btencent | Visual Document Retrieval | 1,141 | +184 | Sep 4, 2026 | ||
| EVIE-Preview-4.5Btencent | Visual Document Retrieval | 1,070 | +281 | Aug 17, 2026 | ||
| NeoMME-260M-Retriever-ST-lateHcompany | Visual Document Retrieval | 862 | +317 | Aug 14, 2026 | ||
| webAI-ColVec1.1-8bwebAI-Official | Visual Document Retrieval | 243 | +31 | Jul 22, 2026 | ||
| NeoMME-800M-Retriever-ST-lateHcompany | Visual Document Retrieval | 201 | +63 | Aug 14, 2026 | ||
| EVIE-Preview-4.5B-MLX-4bitvictorucd | Visual Document Retrieval | 118 | +0 | Aug 26, 2026 |