Share your thoughts, 1 month free Claude Pro on usSee more

Video Temporal Grounding on ActivityNet-Captions

53.67Recall @ IoU=0.5

UniTime-7B

Updated 8d ago

Evaluation Results

Method	Links
UniTime-7B 2026.04		53.67	-	35.9	-	44.79
UniversalVTG 2026.04		48.98	-	29.79	-	39.39
SnAG 2026.04		48.55	-	30.56	-	39.56
Factum-4B 2026.04		48.4	69.8	28.1	-	-
UnLoc-L 2026.04		48.3	-	30.2	-	39.25
MMN 2025.03		48.2	64.5	29.4	46.6	-
VDI 2025.03		48.1	-	28.8	-	-
2D-TAN 2026.04		46.16	-	29.21	-	37.69
ED-VTG-7B 2026.04		45.1	-	22.7	-	33.9
2D-TAN 2025.03		43.4	60.4	25	42.5	-
UniVTG 2026.04		42.41	-	21.55	-	31.98
Time-R1-7B 2026.04		39	58.1	21.4	-	-
TRACE-7B 2026.04		37.7	54	24	-	-
Qwen3-VL-4B-Instruct 2026.04		35.8	50.2	21.6	-	-
videollama (w. TCAS) 2025.10		35.2	-	20	-	-
Gemini-2.5-Flash 2026.04		34.7	51.2	21	-	-
HawkEye-7B 2026.04		34.7	-	17.9	-	26.3
videollama 2025.10		34.3	-	19.1	-	-
VideoChat-R1-7B 2026.04		33.3	-	16.7	-	-
Gemini-2.0-Flash 2026.04		33.2	50.4	19.9	-	-
Qwen3-VL-4B-Thinking 2026.04		31.7	47.8	19	-	-
VideoMind 2025.03		30.3	48.4	15.7	33.3	-
VideoMind 2025.03		26.5	44	12.6	30.1	-
Momentor 2025.03		23	42.9	12.4	29.3	-
ChatVTG 2025.03		22.5	40.7	9.4	27.2	-
Qwen2.5-VL-7B 2026.04		20.8	34.5	11.2	-	-
Qwen2.5-VL-7B 2026.04		16.96	-	8.75	-	12.86
Qwen2.5vl 2025.10		16.5	-	7.8	-	-
Qwen2.5vl (w. TCAS) 2025.10		16.5	-	7.9	-	-
Valley 2025.03		13.7	30.6	8.1	21.9	-
Video-ChatGPT 2025.03		13.6	26.4	6.1	18.9	-
E.T. Chat 2025.03		12.8	24.1	6.1	18.9	-
VideoChat 2025.03		3.7	8.8	1.5	7.2	-
Video-LLaMA 2025.03		2.1	6.9	0.8	6.5	-