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Situation Prediction on imSitu (test)

36.72Top-1 Verb Acc

Fully-connected Graph

Updated 4d ago

Evaluation Results

Method	Links
Fully-connected Graph 2017.08		36.72	27.52	19.25	61.9	45.39	29.96	-	-	41.4	69.16	41.36
Fusion, VGG+RNN 2017.03		35.9	27.45	16.36	63.08	46.88	26.06	-	-	40.16	70.27	35.25
Chain RNN 2017.08		34.63	24.65	17.89	61.06	41.73	28.15	-	-	38.54	62.94	37.32
Tensor composition + reg + self train 2016.12		34.12	26.45	15.51	62.59	46.88	25.46	70.44	34.38	39.48	-	-
Tensor Composition + DataAug 2017.08		34.12	26.45	15.51	62.59	46.88	25.46	-	-	39.48	70.44	34.38
Tensor Comp. + Image Reg. CRF + Extra 5M Images 2017.03		34.12	26.45	15.51	62.59	46.88	25.46	-	-	39.48	70.44	34.38
Tensor composition + reg 2016.12		32.96	25.32	14.57	60.12	44.64	24	69.2	32.97	37.97	-	-
Tensor Composition 2017.08		32.96	25.32	14.57	60.12	44.64	24	-	-	37.97	69.2	32.97
Tensor Comp. + Image Reg. CRF 2017.03		32.96	25.32	14.57	60.12	44.64	24	-	-	37.97	69.2	32.97
Baseline: Image Regression 2016.12		32.34	24.64	14.19	58.88	42.76	22.55	65.66	28.96	36.25	-	-
CNN+CRF 2017.08		32.34	24.64	14.19	58.88	42.76	22.55	-	-	36.25	65.66	28.96
Image Regression CRF 2017.03		32.34	24.64	14.19	58.88	42.76	22.55	-	-	36.25	65.66	28.96
Baseline: Image Regression 2016.12		32.3	24.95	14.77	59.52	44.08	23.99	67.82	31.46	37.36	-	-