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Spatio-temporal video grounding on HCSTVG v2 (val)

40.8m_vIoU

STVG-R1

Updated 26d ago

Evaluation Results

Method
STVG-R1 2026.02	40.8	61.3	67.9	38.8
TA-STVG 2025.02	40.2	60.4	65.8	36.7
TA-STVG 2026.02	40.2	60.4	65.8	36.7
TA-STVG 2026.02	40.2	60.4	65.8	36.7
CG-STVG 2024.01	39.5	60	64.5	36.3
CG-STVG 2025.02	39.5	60	64.5	36.3
CG-STVG 2026.02	39.5	60	64.5	36.3
CG-STVG 2026.02	39.5	-	64.5	36.3
CG-STVG 2026.02	39.5	60	64.5	36.3
ART-STVG 2026.02	39.2	59.2	64.4	33.2
CSDVL 2024.01	38.7	58.1	65.5	33.8
STVGFormer 2025.02	38.7	58.1	65.5	33.8
STVGFormer 2026.02	38.7	58.1	65.5	33.8
CSDVL 2026.02	38.7	-	65.5	33.8
STVGFormer 2026.02	38.7	58.1	65.5	33.8
Baseline 2025.02	37.9	58.3	62.6	33
Baseline 2024.01	37.8	58.6	62.4	32.1
STCAT 2026.02	36.9	56.6	60.3	33.6
TubeDETR 2024.01	36.4	-	58.8	30.6
TubeDETR 2025.02	36.4	53.9	58.8	30.6
TubeDETR 2026.02	36.4	53.9	58.8	30.6
TubeDETR 2026.02	36.4	-	58.8	30.6
TubeDETR 2026.02	36.4	53.9	58.8	30.6
Qwen3-VL-8B 2026.02	35.8	52.2	57.9	30.3
ASTG 2026.02	34.8	-	55.5	31.4
SpaceVLLM-7B 2026.02	34	58	56.9	24.7
RealVG 2026.02	33.1	-	42.3	27
2D-Tan 2024.01	30.4	-	50.4	18.8
2D-Tan 2025.02	30.4	-	50.4	18.8
2D-Tan 2026.02	30.4	-	50.4	18.8
MMN 2024.01	30.3	-	49	25.6
MMN 2025.02	30.3	-	49	25.6
MMN 2026.02	30.3	-	49	25.6
PCC 2024.01	30	-	-	-
PCC 2025.02	30	-	-	-
Baseline 2026.02	29.9	46.2	45	21.1
LN-STVG 2026.02	27.7	-	44.7	19.5
Qwen2.5-VL-72B 2026.02	27.3	42	43.5	16.3
Qwen2.5-VL-72B 2026.02	23.4	43.9	36.1	13.4
CoSPaL 2026.02	22.2	-	31.4	18.9
STPro 2026.02	20	-	31.1	14.6
Qwen2.5-VL-7B 2026.02	19.5	44.7	28.7	10.9
Qwen2.5-VL-7B 2026.02	19.3	45.1	26	8.2
ART-STVG 2026.02	18.8	28.3	27	11.9
Qwen3-VL-8B 2026.02	17.2	51.2	22.8	7.6
InternVL3-8B 2026.02	15.4	25	18.1	4.5
GroundingGPT-7B 2026.02	14.7	19.6	16.6	3.1
InternVL3-8B 2026.02	12.8	24.9	14.2	3.2
STCAT 2026.02	12.2	21	7.4	0.6
CG-STVG 2026.02	12	20.5	8	1
TA-STVG 2026.02	11.8	20.7	7.7	0.5
TubeDETR 2026.02	11.5	20.8	9.8	3.9