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Video-Text Retrieval on MSR-VTT

42.8Recall (Text-to-Video)

Fully-FT

Updated 6d ago

Evaluation Results

Method	Links
Fully-FT 2023.08		42.8	42.1	389.2	-	-	-	-
Fully-FT 2026.04		42.8	42.1	389.2	-	-	-	-
Fully-FT 2026.04		42.8	42.1	389.2	-	-	-	-
Ours♠ 2026.04		40.6	41.2	367.2	-	-	-	-
SSF 2026.04		40.2	41.8	376.6	-	-	-	-
MDPD 2026.04		40.2	40.7	365.8	-	-	-	-
Ours♡ 2026.04		40.2	40.7	365.8	-	-	-	-
AdaLoRA 2026.04		39.2	39.6	368.5	-	-	-	-
SHERL 2026.04		39.2	40.6	363.7	-	-	-	-
UniPT 2023.08		38.9	39.3	361.3	-	-	-	-
UniPT 2026.04		38.9	39.3	361.3	-	-	-	-
UniPT 2026.04		38.9	39.3	361.3	-	-	-	-
LoRA 2026.04		38.8	39.9	366.8	-	-	-	-
FacT 2026.04		38.7	39.8	367.2	-	-	-	-
Adapter 2026.04		38.3	39.6	364.3	-	-	-	-
BitFit 2026.04		38.1	40.6	370.8	-	-	-	-
LST 2023.08		37	37.8	356.7	-	-	-	-
LST 2026.04		37	37.8	356.7	-	-	-	-
LST 2026.04		37	37.8	356.7	-	-	-	-
Prompt 2026.04		36.8	37.5	358.8	-	-	-	-
Partially⇓ 2023.08		36.4	37	353.9	-	-	-	-
Partially 2026.04		36.4	37	353.9	-	-	-	-
COX 2025.12		-	-	-	26.5	48.8	-	-
COX 2025.12		-	-	-	28.7	49.5	-	-
COX 2025.12		-	-	-	15.2	34.8	-	-
COX 2025.12		-	-	-	15.4	35	-	-
Random 2021.05		-	-	-	0.1	0.5	-	-
C+LSTM+SA 2021.05		-	-	-	4.2	12.9	-	-
VSE-LSTM 2021.05		-	-	-	3.8	12.7	-	-
Kaufman et al. 2021.05		-	-	-	4.7	16.6	-	-
CT-SAN 2021.05		-	-	-	4.4	16.6	-	-
JSFusion 2021.05		-	-	-	10.2	31.2	-	-
GRU+ResNeXt-101 2021.05		-	-	-	12.1	35	-	-
GRU+SSA 2021.05		-	-	-	24.4	49.3	-	-
VideoCLIP 2023.10		-	-	-	10.4	22.2	30	-
Frozen 2023.10		-	-	-	24.7	46.9	57.2	7
BridgeFormer 2023.10		-	-	-	33.2	58	68.6	4
ALPRO 2023.10		-	-	-	24.1	44.7	55.4	8
VIOLET 2023.10		-	-	-	25.9	49.5	59.7	-
OmniVL 2023.10		-	-	-	34.6	58.4	66.6	-
InternVideo (ViT Backbone) 2023.10		-	-	-	32.6	54.9	65.5	4
InternVideo 2023.10		-	-	-	36.2	60.3	69.7	3