Few-shot Classification on Bongard-HOI (test) benchmark leaderboard · SOTA2 Research

Few-shot Classification on Bongard-HOI (test)

87.21Accuracy (Unseen Act / Unseen Obj)Human

Evaluation Results

Method	Links
Human2023.09		87.21	90.01	93.61	94.85	91.42
SVM-Mimic2023.09		69.59	70.83	78.13	71.23	72.45
SVM + standardize2023.09		69.48	69.5	75.37	69.68	71.01
Prototype-Mimic2023.09		68.88	70.74	76.66	71.25	71.88
Prototype + standardize2023.09		68.11	68.92	77.44	69.97	71.11
SVM2023.09		68.05	67.36	74.89	67.91	69.55
BDC-Adapter2023.09		67.82	67.67	69.15	68.36	68.25
k-NN + standardize2023.09		66.72	67.08	75.65	68.04	69.37
TPT2023.09		65.66	65.32	68.7	66.03	66.43
Prototype2023.09		65.45	65.73	76.31	68.02	68.88
HOITrans2023.09		62.87	64.38	63.1	59.5	62.46
k-NN2023.09		61.04	60.88	68.54	63.28	63.44