Multimodal Reasoning Average on Combined (M3-Bench + Video-MME-Long)
46.8Average ScoreM3-Agent + StreamMeCo + TMR
Evaluation results
| Method | Links | |
|---|---|---|
| M3-Agent + StreamMeCo + TMRModel Category=Streaming Video Models, Compression Ratio=30%2026.04 | 46.8 | |
| M3-Agent + StreamMeCo + TMRModel Category=Streaming Video Models, Compression Ratio=50%2026.04 | 46.3 | |
| M3-Agent + StreamMeCo + TMRModel Category=Streaming Video Models, Compression Ratio=70%2026.04 | 45.7 | |
| M3-AgentModel Category=Streaming Video Models2026.04 | 44.7 | |
| M3-Agent + StreamMeCoModel Category=Streaming Video Models, Compression Ratio=30%2026.04 | 44.2 | |
| M3-Agent + TimeChat-MemoryModel Category=Streaming Video Models, Compression Ratio=30%2026.04 | 43.3 | |
| M3-Agent + ClusteringModel Category=Streaming Video Models, Compression Ratio=30%2026.04 | 43.2 | |
| M3-Agent + StreamMeCoModel Category=Streaming Video Models, Compression Ratio=50%2026.04 | 43.2 | |
| M3-Agent + DARTModel Category=Streaming Video Models, Compression Ratio=30%2026.04 | 43.1 | |
| M3-Agent + MemoryLLMModel Category=Streaming Video Models, Compression Ratio=30%2026.04 | 42.8 | |
| M3-Agent + RandomModel Category=Streaming Video Models, Compression Ratio=30%2026.04 | 42.4 | |
| M3-Agent + StreamMeCoModel Category=Streaming Video Models, Compression Ratio=70%2026.04 | 41.2 | |
| Gemini-GPT4o-HybridModel Category=Closed-source MLLMs2026.04 | 40.6 | |
| StreamForestModel Category=Streaming Video Models2026.04 | 40.2 | |
| TimeChat-OnlineModel Category=Streaming Video Models2026.04 | 39.8 | |
| VideoChat-OnlineModel Category=Streaming Video Models2026.04 | 36.2 | |
| Gemini-AgentModel Category=Closed-source MLLMs2026.04 | 35.4 | |
| GPT-4oModel Category=Closed-source MLLMs2026.04 | 25.3 | |
| Gemini-1.5-ProModel Category=Closed-source MLLMs2026.04 | 23.1 | |
| Flash-VStreamModel Category=Streaming Video Models2026.04 | 22.7 | |
| MA-LMMModel Category=Streaming Video Models2026.04 | 22 | |
| Qwen2.5-VL-7b-InstructModel Category=Open-source MLLMs2026.04 | 21.7 | |
| Qwen2.5-Omni-7bModel Category=Open-source MLLMs2026.04 | 18.5 | |
| MovieChatModel Category=Streaming Video Models2026.04 | 14.4 |