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Models/LLaMA Adapter-7B

LLaMA Adapter-7B

Reported on 8 benchmarks across 2 tasks · 1 paper · 7 SOTA

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

Natural Language Processing4 results

Question AnsweringonMSVD-QA
Accuracy· 2023-04-28
54.9
best: 80.3 (Tarsier (34B))
SOTA
LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model arXiv:2304.15010
Question AnsweringonMSVD-QA
Confidence Score· 2023-04-28
3.1
best: 2.5 (Video LLaMA-7B)
SOTA
LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model arXiv:2304.15010
Question AnsweringonMSRVTT-QA
Accuracy· 2023-04-28
43.8
best: 72.4 (Flash-VStream)
SOTA
LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model arXiv:2304.15010
Question AnsweringonMSRVTT-QA
Confidence Score· 2023-04-28
2.7
best: 1.8 (Video LLaMA-7B)
SOTA
LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model arXiv:2304.15010

Reasoning4 results

Video Question AnsweringonMSVD-QA
Accuracy· 2023-04-28
54.9
best: 80.3 (Tarsier (34B))
SOTA
LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model arXiv:2304.15010
Video Question AnsweringonMSVD-QA
Confidence Score· 2023-04-28
3.1
best: 2.5 (Video LLaMA-7B)
SOTA
LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model arXiv:2304.15010
Video Question AnsweringonMSRVTT-QA
Confidence Score· 2023-04-28
2.7
best: 1.8 (Video LLaMA-7B)
SOTA
LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model arXiv:2304.15010
Video Question AnsweringonMSRVTT-QA
Accuracy· 2023-04-28
43.8
best: 72.4 (Flash-VStream)
LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model arXiv:2304.15010