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Zero Shot Video Question Answer On Video Mme 1

Metrics

Accuracy (%)

Results

Performance results of various models on this benchmark

Model Name
Accuracy (%)
Paper TitleRepository
GPT-4o mini68.9GPT-4o: Visual perception performance of multimodal large language models in piglet activity understanding-
VideoLLaMA2 (72B)63.1VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs
BIMBA-LLaVA-Qwen2-7B64.67BIMBA: Selective-Scan Compression for Long-Range Video Question Answering-
Video-RAG (Based on LLaVA-Video)77.4Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehension
VILA-1.5 (34B)64.1VILA: On Pre-training for Visual Language Models
Gemini 1.5 Pro81.3Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
LongVU (7B)60.6LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding
MiniCPM-V 2.6 (8B)63.7MiniCPM-V: A GPT-4V Level MLLM on Your Phone
Gemini 1.5 Flash75.0Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
GPT-4o77.2GPT-4o: Visual perception performance of multimodal large language models in piglet activity understanding-
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