Video Retrieval on MMEB Video Retrieval v2
39.3Retrieval ScoreFreeRet
Evaluation results
| Method | Links | |
|---|---|---|
| FreeRetMLLM=Qwen2-VL-7B, Train data (M)=–, Video data=–2025.09 | 39.3 | |
| FreeRet-embedMLLM=Qwen2-VL-7B, Train data (M)=–, Video data=–2025.09 | 36.5 | |
| FreeRetMLLM=Qwen2-VL-2B, Train data (M)=–, Video data=–2025.09 | 33.6 | |
| FreeRet-embedMLLM=Qwen2-VL-2B, Train data (M)=–, Video data=–2025.09 | 31.7 | |
| VLM2VecMLLM=Qwen2-VL-7B, Train data (M)=1.0, Video data=✗2025.09 | 29 | |
| VLM2Vec-V2MLLM=Qwen2-VL-2B, Train data (M)=1.7, Video data=✓2025.09 | 28.8 | |
| GMEMLLM=Qwen2-VL-7B, Train data (M)=8.0, Video data=✗2025.09 | 28.4 | |
| GMEMLLM=Qwen2-VL-2B, Train data (M)=8.0, Video data=✗2025.09 | 25.6 | |
| LamRAMLLM=Qwen2-VL-7B, Train data (M)=1.4, Video data=✗2025.09 | 24.3 | |
| VLM2VecMLLM=Qwen2-VL-2B, Train data (M)=1.0, Video data=✗2025.09 | 20.6 |