Partially Relevant Video Retrieval on ActivityNet Captions benchmark leaderboard · SOTA2 Research

Partially Relevant Video Retrieval on ActivityNet Captions

9.3R@1Holmes

Evaluation Results

Method	Links
Holmes2026.05		9.3	27.8	40.5	79.1	156.8
GMMFormerV22026.05		8.9	27.1	40.2	78.7	154.9
HLFormer2026.05		8.7	27.1	40.1	79	154.9
DreamPRVR2026.05		8.7	27.5	40.3	79.5	156.1
GMMFormer2026.03		8.3	24.9	36.7	76.1	146
GMMFormer2026.05		8.3	24.9	36.7	76.1	146
ARL2026.05		8.3	24.6	37.4	78	148.3
DL-DKD++2026.05		8.3	25.5	38.3	77.8	149.9
KDC-Net2026.03		8.1	25.3	38	77.5	148.8
DL-DKD2026.03		8	25	37.5	77.1	147.6
MamFusion2026.05		8	25.4	37.2	76.8	147.4
DL-DKD2026.05		8	25	37.5	77.1	147.6
ProtoPRVR2026.05		7.9	24.9	37.2	77.3	147.4
MGAKD2026.05		7.9	25.7	38.3	77.8	149.6
PEAN2026.03		7.4	23	35.5	75.9	141.8
LH2026.03		7.4	23.5	35.8	75.8	142.4
PEAN2026.05		7.4	23	35.5	75.9	141.8
LH2026.05		7.4	23.5	35.8	75.8	142.4
T-D3N2026.03		7.3	23.8	36	76.6	145.1
BGM-Net2026.03		7.2	23.8	36	76.9	143.9
BGM-Net2026.05		7.2	23.8	36	76.9	143.9
MS-SL2026.03		7.1	22.5	34.7	75.8	140.1
MS-SL2026.05		7.1	22.5	34.7	75.8	140.1
MS-SL++2026.05		7	23.1	35.2	75.8	141.1
JSG2026.05		6.8	22.7	34.8	76.1	140.5
CONQUER2026.05		6.5	20.4	31.8	74.3	133.1
Cap4Video2026.05		6.3	20.4	30.9	72.6	130.2
CLIP4Clip2026.05		5.9	19.3	30.4	71.6	127.3
ReLoCLNet2026.03		5.7	18.9	30	72	126.6
ReLoCLNet2026.05		5.7	18.9	30	72	126.6
DE2026.03		5.6	18.8	29.4	67.8	121.7
CE2026.03		5.5	19.1	29.9	71.1	125.6
W2VV++2026.03		5.4	18.7	29.7	68.8	122.6
DE++2026.03		5.3	18.4	29.2	68	121
XML2026.03		5.3	19.4	30.6	73.1	128.4
RIVRL2026.03		5.2	18	28.2	64.4	117.8
RIVRL2026.05		5.2	18	28.2	66.4	117.8
VSE++2026.03		4.9	17.7	28.2	67.1	117.9