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Models/BIMBA-LLaVA-Qwen2-7B

BIMBA-LLaVA-Qwen2-7B

Reported on 8 benchmarks across 2 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Reasoning5 results

Video Question AnsweringonVNBench
Accuracy· 2025-03-12
77.88
SOTA
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering arXiv:2503.09590
Video Question AnsweringonEgoSchema (fullset)
Accuracy· 2025-03-12
71.14
SOTA
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering arXiv:2503.09590
Video Question AnsweringonNExT-QA
Accuracy· 2025-03-12
83.73
best: 85.5 (LinVT-Qwen2-VL (7B))
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering arXiv:2503.09590
Video Question AnsweringonPerception Test
Accuracy (Top-1)· 2025-03-12
68.51
best: 71.4 (Oyrx (34B))
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering arXiv:2503.09590
Video Question AnsweringonVideo-MME
Accuracy (%)· 2025-03-12
64.67
best: 81.3 (Gemini 1.5 Pro)
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering arXiv:2503.09590

Natural Language Processing3 results

Question AnsweringonVNBench
Accuracy· 2025-03-12
77.88
SOTA
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering arXiv:2503.09590
Question AnsweringonEgoSchema (fullset)
Accuracy· 2025-03-12
71.14
SOTA
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering arXiv:2503.09590
Question AnsweringonVideo-MME
Accuracy (%)· 2025-03-12
64.67
best: 81.3 (Gemini 1.5 Pro)
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering arXiv:2503.09590