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Temporal Video Grounding on ActivityNet (test)

39Recall @ 0.5

Time-R1

Updated 2d ago

Evaluation Results

Method	Links
Time-R1 2025.12		39	58.6	21.4	-
ChronusOmni 2025.12		38.2	56.9	22.1	-
LongVA-7B-DPO 2024.11		37.5	55.6	20.6	38.8
VideoChat-R1 2025.12		33.4	-	17.7	-
GPT-4o 2024.11		30.8	45.5	18.4	33.6
VTimeLLM 2023.11		29.5	44.8	14.2	31.4
HawkEye 2024.11		29.3	49.1	10.7	32.7
Hawkeye 2025.12		29.3	49.1	10.7	-
VTimeLLM 2023.11		27.8	44	14.3	30.4
VTimeLLM 2024.11		27.8	44	14.3	30.4
VTimeLLM 2025.12		27.8	44	14.3	-
Momentor 2024.11		26.6	42.6	11.6	28.5
Qwen2-VL-7B 2024.11		26.4	44.2	14.4	31.3
LITA 2024.11		25.9	-	-	28.6
iMOVE 2025.12		23.1	42.4	12.1	-
GPT-4o 2024.11		21.2	33.3	10.4	23.7
TimeChat 2025.12		20.2	36.2	9.5	-
Time-R1 2026.01		19.8	34.8	9	23.7
ARROWGEV 2026.01		19.4	36.1	9.9	24.3
TimeChat 2024.11		16.9	30.2	8.2	21.8
VideoChatGPT 2023.11		13.6	26.4	6.1	18.9
Qwen-2.5-VL 2026.01		11.5	22	4.8	15.7
LongVA-7B-DPO 2024.11		10.8	20.1	5.4	15.2
Qwen2-VL-7B 2024.11		9.4	17	3.9	12.5
LongVA-7B-DPO 2024.11		5.3	11.8	1.9	8.2
VideoChat 2023.11		3.7	8.8	1.5	7.2
VideoLLaMA 2023.11		2.1	6.9	0.8	6.5