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Human-Object Interaction Detection on HICO-DET Known Object (test)

51.75mAP (Full)

Spatially Conditioned Graphs

Updated 1mo ago

Evaluation Results

Method
Spatially Conditioned Graphs 2020.12	51.75	41.4	54.84
GRASP-HOI 2025.12	51.57	51.53	51.61
HORP 2025.12	51.24	50.78	51.38
PAFR 2025.12	49.5	50.59	49.18
SICHOI 2025.12	48.16	48.37	48.09
PVIC 2025.12	47.81	48.38	47.64
BC-HOI 2025.12	45.35	47.94	44.57
DiffHOI 2025.12	43.62	41.41	44.28
UniHOI-l (w/ BLIP2) 2023.11	43.26	43.12	43.25
UniHOI-1 2025.12	43.26	43.12	43.25
UniHOI-m (w/ BLIP2) 2023.11	42.96	42.86	42.98
BCOM 2025.12	42.24	42.86	42.05
UniHOI-s (w/ BLIP2) 2023.11	42.2	42.6	42.08
VIPLO 2025.12	40.61	38.82	41.15
AGER 2025.12	39.84	35.58	40.23
DP-HOI 2025.12	39.37	36.59	40.2
FGAHOI 2023.01	38.93	31.93	41.02
FGAHOI 2025.12	38.93	31.93	41.02
CQL 2025.12	38.82	35.51	39.81
RmLR 2025.12	38.69	31.27	40.91
HOICLIP 2023.03	37.96	34.49	39.02
GEN-VLKT 2023.03	37.8	34.76	38.71
HOICLIP 2023.03	37.61	34.47	38.54
HOICLIP 2023.11	37.61	34.47	38.54
HOICLIP 2025.12	37.61	34.47	38.54
QAHOI 2023.01	37.59	31.66	39.36
QAHOI (R) 2023.01	37.23	31.01	39.09
CLIP4HOI 2025.12	37.19	35.27	37.77
GEN-VLKT 2025.12	36.78	32.75	37.99
Liu et al. 2023.03	36.28	33.16	37.21
UPT 2025.12	36.08	31.41	37.47
MUREN 2023.04	35.52	30.88	36.91
STIP 2022.06	35.29	31.43	36.45
STIP 2023.04	35.29	31.43	36.45
UPT 2023.04	35.05	29.27	36.77
CDN 2023.04	34.79	29.48	36.38
CDN 2023.03	34.53	29.73	35.96
CDN 2025.12	34.53	29.73	35.96
DisTR 2023.04	34.5	30.13	35.81
STIP 2022.06	34.41	30.12	35.69
SCG 2023.01	34.37	27.18	36.5
SCG 2023.04	34.37	27.18	36.52
SCG 2023.03	34.37	27.18	36.52
Spatially Conditioned Graphs 2020.12	34.37	27.18	36.52
MSTR 2023.04	34.02	28.83	35.57
PhraseHOI 2023.11	33.74	27.35	35.64
STIP 2022.06	33.54	30.93	34.31
GGNet 2022.06	33.5	26.67	34.89
STIP 2022.06	32.84	29.05	33.85
FGAHOI 2023.01	32.48	24.16	34.97
QPIC 2023.04	32.38	26.06	34.27
QPIC 2025.12	32.38	26.06	34.27
STIP 2022.06	32.28	31.07	32.64
AS-Net 2022.06	31.74	27.07	33.14
AS-Net 2023.01	31.74	27.07	33.14
AS-Net 2023.04	31.74	27.07	33.14
AS-Net 2023.03	31.74	27.07	33.14
QPIC 2022.06	31.68	24.14	33.93
QPIC 2023.01	31.68	24.14	33.93
QPIC 2023.03	31.68	24.14	33.93
FCL 2023.03	31.31	25.62	33.02
STIP 2022.06	31.23	27.93	32.22
ATL 2023.03	31.18	24.15	33.29
QAHOI 2023.01	30.99	24.83	32.84
QAHOI (R) 2023.01	30.06	22.95	32.18
HoiTrans 2023.04	29.13	20.98	31.57
HOITrans 2023.01	29.1	20.98	31.57
IDN 2022.06	28.24	24.47	29.37
IDN 2023.04	28.24	24.47	29.37
IDN 2020.12	28.24	24.47	29.37
DRG 2022.06	27.98	23.11	29.43
DRG 2023.01	27.98	23.14	29.43
DRG 2023.04	27.98	23.11	29.43
DRG 2023.11	27.98	23.11	29.43
DRG 2020.12	27.98	23.11	29.43
AS-Net 2022.06	27.41	25.44	28
AS-Net 2023.01	27.41	25.44	28
GGNet 2023.01	27.36	20.23	29.48
GGNet 2023.04	27.36	20.23	29.48
PD-Net 2023.01	26.86	21.7	28.44
IDN 2022.06	26.43	25.01	26.85
IDN 2023.03	26.43	25.01	26.85
IDN 2020.12	26.43	25.01	26.85
PST 2023.04	26.42	17.61	29.05
HOITrans 2022.06	26.15	19.24	28.22
Zou et al. 2023.03	26.15	19.24	28.22
VCL 2023.01	25.98	19.12	28.03
VCL 2023.04	25.98	19.12	28.03
VCL 2020.12	25.98	19.12	28.03
PD-Net 2023.11	25.59	19.93	27.28
Spatially Conditioned Graphs 2020.12	25.53	21.79	26.64
PPDM 2022.06	24.58	16.65	26.84
PPDM 2023.01	24.58	16.65	26.84
PPDM 2023.03	24.58	16.65	26.84
PPDM 2020.12	24.58	16.65	26.84
DRG 2022.06	23.4	21.75	23.89
DRG 2020.12	23.4	21.75	23.89
IPNet 2022.06	22.05	15.77	23.92
IP-Net 2023.01	22.05	15.77	23.92
FCMNet 2022.06	22.04	18.97	23.12

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