Video Retrieval on FIVR-200K

Metric: mAP (DSVR) (higher is better)

LeaderboardDataset

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Results

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#	Model↕	mAP (DSVR)▼	Extra Data	Paper	Date↕	Code
1	S2VS	0.927	No	Self-Supervised Video Similarity Learning	2023-04-06	Code
2	S2VS	0.925	No	Self-Supervised Video Similarity Learning	2023-04-06	Code
3	DnS (S^f_A)	0.921	No	DnS: Distill-and-Select for Efficient and Accura...	2021-06-24	Code
4	DnS (S^f_B)	0.909	No	DnS: Distill-and-Select for Efficient and Accura...	2021-06-24	Code
5	ViSiLv (pt)	0.899	No	ViSiL: Fine-grained Spatio-Temporal Video Simila...	2019-08-20	Code
6	Jo et al. (SCFV+TNIP)	0.896	No	-	-	Code
7	ViSiLv (tf)	0.892	No	ViSiL: Fine-grained Spatio-Temporal Video Simila...	2019-08-20	Code
8	TCAf	0.877	No	Temporal Context Aggregation for Video Retrieval...	2020-08-04	Code
9	ViSiLf	0.843	No	ViSiL: Fine-grained Spatio-Temporal Video Simila...	2019-08-20	Code
10	ViSiLsym	0.833	No	ViSiL: Fine-grained Spatio-Temporal Video Simila...	2019-08-20	Code
11	TCAsym	0.728	No	Temporal Context Aggregation for Video Retrieval...	2020-08-04	Code
12	VRAG (CS)	0.723	No	VRAG: Region Attention Graphs for Content-Based ...	2022-05-18	-
13	VVS	0.711	No	VVS: Video-to-Video Retrieval with Irrelevant Fr...	2023-03-15	Code
14	DnS (S^c)	0.574	No	DnS: Distill-and-Select for Efficient and Accura...	2021-06-24	Code
15	TCAc	0.57	No	Temporal Context Aggregation for Video Retrieval...	2020-08-04	Code
16	LAMV	0.496	No	-	-	Code
17	VRAG (video)	0.484	No	VRAG: Region Attention Graphs for Content-Based ...	2022-05-18	-

#1S2VSSOTA
0.927
mAP (DSVR)· 2023-04-06
Self-Supervised Video Similarity Learning Code
#2S2VS
0.925
mAP (DSVR)· 2023-04-06
Self-Supervised Video Similarity Learning Code
#3DnS (S^f_A)SOTA
0.921
mAP (DSVR)· 2021-06-24
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval Code
#4DnS (S^f_B)
0.909
mAP (DSVR)· 2021-06-24
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval Code
#5ViSiLv (pt)SOTA
0.899
mAP (DSVR)· 2019-08-20
ViSiL: Fine-grained Spatio-Temporal Video Similarity Learning Code
#6Jo et al. (SCFV+TNIP)
0.896
mAP (DSVR)
No paperCode
#7ViSiLv (tf)
0.892
mAP (DSVR)· 2019-08-20
ViSiL: Fine-grained Spatio-Temporal Video Similarity Learning Code
#8TCAf
0.877
mAP (DSVR)· 2020-08-04
Temporal Context Aggregation for Video Retrieval with Contrastive Learning Code
#9ViSiLf
0.843
mAP (DSVR)· 2019-08-20
ViSiL: Fine-grained Spatio-Temporal Video Similarity Learning Code
#10ViSiLsym
0.833
mAP (DSVR)· 2019-08-20
ViSiL: Fine-grained Spatio-Temporal Video Similarity Learning Code
#11TCAsym
0.728
mAP (DSVR)· 2020-08-04
Temporal Context Aggregation for Video Retrieval with Contrastive Learning Code
#12VRAG (CS)
0.723
mAP (DSVR)· 2022-05-18
VRAG: Region Attention Graphs for Content-Based Video Retrieval
#13VVS
0.711
mAP (DSVR)· 2023-03-15
VVS: Video-to-Video Retrieval with Irrelevant Frame Suppression Code
#14DnS (S^c)
0.574
mAP (DSVR)· 2021-06-24
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval Code
#15TCAc
0.57
mAP (DSVR)· 2020-08-04
Temporal Context Aggregation for Video Retrieval with Contrastive Learning Code
#16LAMV
0.496
mAP (DSVR)
No paperCode
#17VRAG (video)
0.484
mAP (DSVR)· 2022-05-18
VRAG: Region Attention Graphs for Content-Based Video Retrieval