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Video Retrieval on UCF101 (test)

98Top-1 Acc

Human estimate

Updated 3d ago

Evaluation Results

Method
Human estimate 2024.06	98	-	-	-	-	-	-	-	-
Human estimate 2024.06	98	-	-	-	-	-	-	-	-
Our Method 2024.06	58.46	-	-	-	-	-	-	-	-
CoCLR-2Stream 2020.10	55.9	70.8	76.9	82.5	-	-	-	-	-
MCN 2021.08	53.8	70.2	78.3	83.4	89.7	-	-	-	-
CoCLR-RGB 2020.10	53.3	69.4	76.6	82	-	-	-	-	-
CoCLR 2021.08	53.3	69.4	76.6	82	-	-	-	-	-
ViFiCLIP 2024.06	52.7	-	-	-	-	-	-	-	-
MCN 2021.08	52.5	69.5	77.9	83.1	89.3	-	-	-	-
XCLIP 2024.06	52.37	-	-	-	-	-	-	-	-
CoCLR-Flow 2020.10	51.9	68.5	75	80.8	-	-	-	-	-
Text4Vis 2024.06	51.23	-	-	-	-	-	-	-	-
Our Method 2024.06	47.8	-	-	-	-	-	-	-	-
InfoNCE-Flow 2020.10	45.5	67.5	75.4	82.7	-	-	-	-	-
IIC 2020.08	42.4	60.9	69.2	77.1	86.5	-	-	-	-
IIC 2021.08	42.4	60.9	69.2	77.1	86.5	-	-	-	-
IIC 2020.08	41.8	60.4	69.5	78.4	87.7	-	-	-	-
IIC 2020.08	36.5	54.1	62.9	72.4	83.4	-	-	-	-
InfoNCE-RGB 2020.10	36	52	61.8	71	-	-	-	-	-
ViFiCLIP 2024.06	34.76	-	-	-	-	-	-	-	-
IIC 2020.08	34.6	53	62.3	71.7	82.4	-	-	-	-
Text4Vis 2024.06	33.8	-	-	-	-	-	-	-	-
XCLIP 2024.06	32.01	-	-	-	-	-	-	-	-
PP 2021.08	31.9	49.7	59.2	68.9	80.2	-	-	-	-
Catch-the-Patch 2021.05	29	47.3	-	-	-	-	-	-	-
CMC 2020.08	26.4	37.7	45.1	53.2	66.3	-	-	-	-
CMC 2021.08	26.4	37.7	45.1	53.2	66.3	-	-	-	-
One-view 2020.08	26.2	39.3	46.8	55.6	66.8	-	-	-	-
TempTrans 2021.05	26.1	48.5	-	-	-	-	-	-	-
Vanilla CLIP 2024.06	25.92	-	-	-	-	-	-	-	-
Büchler 2020.08	25.7	36.2	42.2	49.2	59.5	-	-	-	-
Buchler 2020.10	25.7	36.2	42.2	49.2	-	-	-	-	-
Büchler 2021.08	25.7	36.2	42.2	49.2	59.5	-	-	-	-
Catch-the-Patch 2021.05	23.4	40.9	-	-	-	-	-	-	-
Vanilla CLIP 2024.06	23.33	-	-	-	-	-	-	-	-
PRP 2021.05	22.8	38.5	-	-	-	-	-	-	-
MemDPC 2020.10	20.2	40.4	52.4	64.7	-	-	-	-	-
OPN 2020.08	19.9	28.7	34	40.6	51.6	-	-	-	-
OPN 2020.10	19.9	28.7	34	40.6	-	-	-	-	-
Pace 2021.05	19.9	36.2	-	-	-	-	-	-	-
OPN 2021.08	19.9	28.7	34	40.6	51.6	-	-	-	-
VCP 2021.08	19.9	33.7	42	50.5	64.4	-	-	-	-
Jigsaw 2020.08	19.7	28.5	33.5	40	49.4	-	-	-	-
Jigsaw 2020.10	19.7	28.5	33.5	40	-	-	-	-	-
Jigsaw 2021.08	19.7	28.5	33.5	40	49.4	-	-	-	-
VCP 2020.08	18.6	33.6	42.5	53.5	68.1	-	-	-	-
VCP 2020.10	18.6	33.6	42.5	53.5	-	-	-	-	-
VCP 2021.05	18.6	33.6	-	-	-	-	-	-	-
VCOP 2020.08	14.1	30.3	40.4	51.1	66.5	-	-	-	-
VCOP 2020.10	14.1	30.3	40.4	51.1	-	-	-	-	-
VCOP 2021.05	14.1	30.3	-	-	-	-	-	-	-
SpeedNet 2020.10	13	28.1	37.5	49.5	-	-	-	-	-
SpeedNet 2021.05	13	28.1	-	-	-	-	-	-	-
VCOP 2021.08	10.7	25.9	35.4	47.3	63.9	-	-	-	-
R3D (random) 2020.08	9.9	18.9	26	35.5	51.9	-	-	-	-
SpeedNet 2022.04	-	-	-	-	-	13	28.1	37.5	49.5
MFO 2022.04	-	-	-	-	-	41.5	60.6	71.2	80.1
CATE 2022.04	-	-	-	-	-	54.9	68.3	75.1	82.3
TEC 2022.04	-	-	-	-	-	66.9	83.1	88.8	93.3
ProViCo 2022.04	-	-	-	-	-	67.6	81.4	90.1	94.7
VCP 2022.04	-	-	-	-	-	18.6	33.6	42.5	53.5
Pace 2022.04	-	-	-	-	-	23.8	38.1	46.4	56.6
PRP 2022.04	-	-	-	-	-	22.8	38.5	46.7	55.2
DSM 2022.04	-	-	-	-	-	17.4	35.2	45.3	57.8
STS 2022.04	-	-	-	-	-	38.3	59.9	68.9	77.2
MFO 2022.04	-	-	-	-	-	39.6	57.6	69.2	78
MCN 2022.04	-	-	-	-	-	53.8	70.2	78.3	83.4
TCLR 2022.04	-	-	-	-	-	56.2	72.2	79	85.3
TEC 2022.04	-	-	-	-	-	62.5	78.4	84.1	88.8
ProViCo 2022.04	-	-	-	-	-	63.8	75.1	84.8	89.2
Centralized 2022.07	-	-	-	-	-	29	47.3	-	-
FedAvg (Baseline) 2022.07	-	-	-	-	-	32.62	50.41	-	-
FedVSSL 2022.07	-	-	-	-	-	34.34	51.71	-	-
FedVSSL 2022.07	-	-	-	-	-	34.23	52.21	-	-
FedVSSL 2022.07	-	-	-	-	-	35.61	52.18	-	-
FedVSSL 2022.07	-	-	-	-	-	35.66	52.34	-	-
FedVSSL 2022.07	-	-	-	-	-	35.5	54.27	-	-
FedVSSL 2022.07	-	-	-	-	-	35.34	52.34	-	-