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Grounded Situation Recognition on SWiG v1 (dev)

58.19Top-1 Predicted Verb Accuracy

ClipSitu XTF

Updated 4d ago

Evaluation Results

Method	Links
ClipSitu XTF 2023.07		58.19	47.23	29.73	41.3	13.92	85.69	68.42	41.42	49.23	23.45	78.52	45.31	55.36	32.37
CoFormer 2023.07		44.41	35.87	22.47	29.37	12.94	72.98	57.58	34.09	46.7	19.06	76.17	42.11	61.15	23.09
SituFormer 2023.07		44.32	35.35	22.1	29.17	13.33	71.01	55.85	33.38	45.78	19.77	76.08	42.15	61.82	24.65
Kernel GraphNet 2020.03		43.21	35.18	19.46	-	-	68.55	56.32	30.56	-	-	73.14	41.48	-	-
Kernel GraphNet 2023.07		43.21	35.18	19.46	-	-	68.55	56.32	30.56	-	-	73.14	41.68	-	-
GSRTR 2023.07		41.06	32.52	19.63	26.04	10.44	69.46	53.69	30.66	42.61	15.98	74.27	39.24	58.33	20.19
JSL 2020.03		39.6	31.18	18.85	25.03	10.16	67.71	52.06	29.73	41.25	15.07	73.53	38.32	57.5	19.29
JSL 2023.07		39.6	31.18	18.85	25.03	10.16	67.71	52.06	29.73	41.25	15.07	73.53	38.32	57.5	19.29
Updated RNN 2020.03		38.83	30.47	18.23	-	-	65.74	50.29	28.59	-	-	72.77	37.49	-	-
ISL 2020.03		38.83	30.47	18.23	22.47	7.64	65.74	50.29	28.59	36.9	11.66	72.77	37.49	52.92	15
ISL 2023.07		38.83	30.47	18.23	22.47	7.64	65.74	50.29	28.59	36.9	11.66	72.77	37.49	52.92	15
CAQ 2023.07		37.96	30.15	18.58	-	-	64.99	50.3	29.17	-	-	73.62	38.71	-	-
GraphNet 2020.03		36.93	27.52	19.15	-	-	61.8	45.23	29.98	-	-	68.89	41.07	-	-
GraphNet 2023.07		36.93	27.52	19.15	-	-	61.8	45.23	29.98	-	-	68.89	41.07	-	-
RNN w/ Fusion 2020.03		36.11	27.74	16.6	-	-	63.11	47.09	26.48	-	-	70.48	35.56	-	-
RNN w/ Fusion 2023.07		36.11	27.74	16.6	-	-	63.11	47.09	26.48	-	-	70.48	35.56	-	-
RNN w/o Fusion 2020.03		35.35	26.8	15.77	-	-	61.42	44.84	24.31	-	-	68.44	32.98	-	-
CRF+Aug 2020.03		34.2	25.39	15.61	-	-	62.21	46.72	25.66	-	-	70.8	34.82	-	-
CRF w/ DataAug 2023.07		34.2	26.56	15.61	-	-	62.21	46.72	25.66	-	-	70.8	34.82	-	-
CRF 2020.03		32.25	24.56	14.28	-	-	58.64	42.68	22.75	-	-	65.9	29.5	-	-
CRF 2023.07		32.25	24.56	14.28	-	-	58.64	42.68	22.75	-	-	65.9	29.5	-	-