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Models/PPLLaVA-7B-dpo

PPLLaVA-7B-dpo

Reported on 18 benchmarks across 3 tasks · 1 paper · 15 SOTA

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

Reasoning12 results

Generative Visual Question AnsweringonVideoInstruct
Consistency· 2024-11-04
3.81
SOTA
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance arXiv:2411.02327
Generative Visual Question AnsweringonVideoInstruct
Contextual Understanding· 2024-11-04
4.21
SOTA
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance arXiv:2411.02327
Generative Visual Question AnsweringonVideoInstruct
Correctness of Information· 2024-11-04
3.85
SOTA
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance arXiv:2411.02327
Generative Visual Question AnsweringonVideoInstruct
Detail Orientation· 2024-11-04
3.56
SOTA
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance arXiv:2411.02327
Generative Visual Question AnsweringonVideoInstruct
mean· 2024-11-04
3.73
SOTA
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance arXiv:2411.02327
Video-based Generative Performance BenchmarkingonVideoInstruct
Consistency· 2024-11-04
3.81
SOTA
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance arXiv:2411.02327
Video-based Generative Performance BenchmarkingonVideoInstruct
Contextual Understanding· 2024-11-04
4.21
SOTA
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance arXiv:2411.02327
Video-based Generative Performance BenchmarkingonVideoInstruct
Correctness of Information· 2024-11-04
3.85
SOTA
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance arXiv:2411.02327
Video-based Generative Performance BenchmarkingonVideoInstruct
Detail Orientation· 2024-11-04
3.56
SOTA
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance arXiv:2411.02327
Video-based Generative Performance BenchmarkingonVideoInstruct
mean· 2024-11-04
3.73
SOTA
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance arXiv:2411.02327
Generative Visual Question AnsweringonVideoInstruct
Temporal Understanding· 2024-11-04
3.21
best: 3.23 (VLM-RLAIF)
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance arXiv:2411.02327
Video-based Generative Performance BenchmarkingonVideoInstruct
Temporal Understanding· 2024-11-04
3.21
best: 3.23 (VLM-RLAIF)
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance arXiv:2411.02327

Natural Language Processing6 results

Visual Question Answering (VQA)onVideoInstruct
Consistency· 2024-11-04
3.81
SOTA
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance arXiv:2411.02327
Visual Question Answering (VQA)onVideoInstruct
Contextual Understanding· 2024-11-04
4.21
SOTA
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance arXiv:2411.02327
Visual Question Answering (VQA)onVideoInstruct
Correctness of Information· 2024-11-04
3.85
SOTA
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance arXiv:2411.02327
Visual Question Answering (VQA)onVideoInstruct
Detail Orientation· 2024-11-04
3.56
SOTA
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance arXiv:2411.02327
Visual Question Answering (VQA)onVideoInstruct
mean· 2024-11-04
3.73
SOTA
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance arXiv:2411.02327
Visual Question Answering (VQA)onVideoInstruct
Temporal Understanding· 2024-11-04
3.21
best: 3.23 (VLM-RLAIF)
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance arXiv:2411.02327