PLLaVA

Reported on 5 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Reasoning3 results

Video Question AnsweringonTGIF-QA
Accuracy· 2024-04-25
80.6
best: 82.5 (Tarsier (34B))
SOTA
PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning arXiv:2404.16994
Video Question AnsweringonMVBench
Avg.· 2024-04-25
58.1
best: 69.3 (LinVT-Qwen2-VL (7B))
PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning arXiv:2404.16994
Video Question AnsweringonTGIF-QA
Confidence Score· 2024-04-25
4.3
best: 2.3 (Video Chat-7B)
PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning arXiv:2404.16994

Natural Language Processing2 results

Question AnsweringonTGIF-QA
Accuracy· 2024-04-25
80.6
best: 82.5 (Tarsier (34B))
SOTA
PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning arXiv:2404.16994
Question AnsweringonTGIF-QA
Confidence Score· 2024-04-25
4.3
best: 2.3 (Video Chat-7B)
PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning arXiv:2404.16994