Video Retrieval on FIVR-200K

Metric: mAP (ISVR) (higher is better)

LeaderboardDataset

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Results

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#	Model↕	mAP (ISVR)▼	Extra Data	Paper	Date↕	Code
1	S2VS	0.746	No	Self-Supervised Video Similarity Learning	2023-04-06	Code
2	DnS (S^f_A)	0.741	No	DnS: Distill-and-Select for Efficient and Accura...	2021-06-24	Code
3	S2VS	0.739	No	Self-Supervised Video Similarity Learning	2023-04-06	Code
4	DnS (S^f_B)	0.729	No	DnS: Distill-and-Select for Efficient and Accura...	2021-06-24	Code
5	ViSiLv (pt)	0.723	No	ViSiL: Fine-grained Spatio-Temporal Video Simila...	2019-08-20	Code
6	TCAf	0.703	No	Temporal Context Aggregation for Video Retrieval...	2020-08-04	Code
7	ViSiLv (tf)	0.702	No	ViSiL: Fine-grained Spatio-Temporal Video Simila...	2019-08-20	Code
8	Jo et al. (SCFV+TNIP)	0.674	No	-	-	Code
9	ViSiLf	0.66	No	ViSiL: Fine-grained Spatio-Temporal Video Simila...	2019-08-20	Code
10	ViSiLsym	0.654	No	ViSiL: Fine-grained Spatio-Temporal Video Simila...	2019-08-20	Code
11	TCAsym	0.592	No	Temporal Context Aggregation for Video Retrieval...	2020-08-04	Code
12	VVS	0.59	No	VVS: Video-to-Video Retrieval with Irrelevant Fr...	2023-03-15	Code
13	VRAG (CS)	0.554	No	VRAG: Region Attention Graphs for Content-Based ...	2022-05-18	-
14	DnS (S^c)	0.476	No	DnS: Distill-and-Select for Efficient and Accura...	2021-06-24	Code
15	TCAc	0.473	No	Temporal Context Aggregation for Video Retrieval...	2020-08-04	Code
16	VRAG (video)	0.399	No	VRAG: Region Attention Graphs for Content-Based ...	2022-05-18	-
17	LAMV	0.371	No	-	-	Code

#1S2VSSOTA
0.746
mAP (ISVR)· 2023-04-06
Self-Supervised Video Similarity Learning Code
#2DnS (S^f_A)SOTA
0.741
mAP (ISVR)· 2021-06-24
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval Code
#3S2VS
0.739
mAP (ISVR)· 2023-04-06
Self-Supervised Video Similarity Learning Code
#4DnS (S^f_B)
0.729
mAP (ISVR)· 2021-06-24
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval Code
#5ViSiLv (pt)SOTA
0.723
mAP (ISVR)· 2019-08-20
ViSiL: Fine-grained Spatio-Temporal Video Similarity Learning Code
#6TCAf
0.703
mAP (ISVR)· 2020-08-04
Temporal Context Aggregation for Video Retrieval with Contrastive Learning Code
#7ViSiLv (tf)
0.702
mAP (ISVR)· 2019-08-20
ViSiL: Fine-grained Spatio-Temporal Video Similarity Learning Code
#8Jo et al. (SCFV+TNIP)
0.674
mAP (ISVR)
No paperCode
#9ViSiLf
0.66
mAP (ISVR)· 2019-08-20
ViSiL: Fine-grained Spatio-Temporal Video Similarity Learning Code
#10ViSiLsym
0.654
mAP (ISVR)· 2019-08-20
ViSiL: Fine-grained Spatio-Temporal Video Similarity Learning Code
#11TCAsym
0.592
mAP (ISVR)· 2020-08-04
Temporal Context Aggregation for Video Retrieval with Contrastive Learning Code
#12VVS
0.59
mAP (ISVR)· 2023-03-15
VVS: Video-to-Video Retrieval with Irrelevant Frame Suppression Code
#13VRAG (CS)
0.554
mAP (ISVR)· 2022-05-18
VRAG: Region Attention Graphs for Content-Based Video Retrieval
#14DnS (S^c)
0.476
mAP (ISVR)· 2021-06-24
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval Code
#15TCAc
0.473
mAP (ISVR)· 2020-08-04
Temporal Context Aggregation for Video Retrieval with Contrastive Learning Code
#16VRAG (video)
0.399
mAP (ISVR)· 2022-05-18
VRAG: Region Attention Graphs for Content-Based Video Retrieval
#17LAMV
0.371
mAP (ISVR)
No paperCode