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Benchmarks
MMEB Video Classification (Kinetics-700, SSv2, HMDB, UCF, Breakfast v2)
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63.2
Classification Accuracy
FreeRet
32.208
40.254
48.3
56.346
Sep 29, 2025
Classification Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Classification Accuracy
FreeRet
MLLM=Qwen2-VL-7B, Trai...
2025.09
63.2
FreeRet
MLLM=Qwen2-VL-2B, Trai...
2025.09
58.3
FreeRet-embed
MLLM=Qwen2-VL-7B, Trai...
2025.09
54.3
FreeRet-embed
MLLM=Qwen2-VL-2B, Trai...
2025.09
47.7
LamRA
MLLM=Qwen2-VL-7B, Trai...
2025.09
39.3
VLM2Vec-V2
MLLM=Qwen2-VL-2B, Trai...
2025.09
39.3
VLM2Vec
MLLM=Qwen2-VL-7B, Trai...
2025.09
39.1
GME
MLLM=Qwen2-VL-7B, Trai...
2025.09
37.4
GME
MLLM=Qwen2-VL-2B, Trai...
2025.09
34.9
VLM2Vec
MLLM=Qwen2-VL-2B, Trai...
2025.09
33.4
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