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Temporal Grounding on Charades

67.7mIoUVideoChat-M1
34.83643.36851.960.432Nov 24, 2025

Evaluation results

MethodLinks
VideoChat-M1Model Category=Ours, Number of Parameters=37B2025.1167.7
InternVL-3.5-78BModel Category=Open-source Large-sized MLLM2025.1166.3
Eagle-2.5-8BModel Category=Open-source Medium-sized MLLM2025.1165.9
Qwen3-VL-235B-InstructModel Category=Open-source Large-sized MLLM2025.1164.8
Seed 1.5VLModel Category=Closed-source Large-sized MLLM2025.1164.7
Qwen3-VL-235B-ThinkingModel Category=Open-source Large-sized MLLM2025.1163.5
VideoChat-R1.5-7BModel Category=Open-source Medium-sized MLLM2025.1160.6
VITAL-7BModel Category=Agent-based Methods2025.1159.9
InternVL-3.5-8BModel Category=Open-source Medium-sized MLLM2025.1156.3
Qwen3-VL-8B-InstructModel Category=Open-source Medium-sized MLLM2025.1155.5
VideoXL2-8BModel Category=Open-source Medium-sized MLLM2025.1154.2
Qwen2.5-VL-72BModel Category=Open-source Large-sized MLLM2025.1150.9
VideoChat-Flash-7BModel Category=Open-source Medium-sized MLLM2025.1148
Qwen2.5-VL-7BModel Category=Open-source Medium-sized MLLM2025.1143.6
Qwen2-VL-72BModel Category=Open-source Large-sized MLLM2025.1136.1