Grounded Situation Recognition on SWiG 1.0 (test) benchmark leaderboard · SOTA2 Research

Grounded Situation Recognition on SWiG 1.0 (test)

58.19Top-1 Verb AccClipSitu XTF

Evaluation Results

Method	Links
ClipSitu XTF2023.07		58.19	47.23	29.73	40.01	15.03	85.69	68.42	41.42	49.78	25.22	78.52	45.31	54.36	33.2
CLIP-Event2023.07		45.6	33.1	20.1	21.6	10.6	—	—	—	—	—	—	—	—	—
CoFormer2023.07		44.66	35.98	22.22	29.05	12.21	73.31	57.76	33.98	46.25	18.37	75.95	41.87	60.11	22.12
SituFormer2023.07		44.2	35.24	21.86	29.22	13.41	71.21	55.75	33.27	46	20.1	75.85	42.13	61.89	24.89
Kernel GraphNet2023.07		43.27	35.41	19.38	—	—	68.72	55.62	30.29	—	—	72.92	42.35	—	—
GSRTR2023.07		40.63	32.15	19.28	25.49	10.1	69.81	54.13	31.01	42.5	15.88	74.11	39	57.45	19.67
JSL2023.07		39.94	31.44	18.87	24.86	9.66	67.6	51.88	29.39	40.6	14.72	73.21	37.82	56.57	18.45
ISL2023.07		39.36	30.09	18.62	22.73	7.72	65.51	50.16	28.47	36.6	11.56	72.42	37.1	52.19	14.58
CAQ2023.07		38.19	30.23	18.47	—	—	65.05	50.21	28.93	—	—	73.41	38.52	—	—
GraphNet2023.07		36.72	27.52	19.25	—	—	61.9	45.39	29.96	—	—	69.16	41.36	—	—
RNN w/ Fusion2023.07		35.9	27.45	16.36	—	—	63.08	46.88	26.06	—	—	70.27	35.25	—	—
CRF w/ DataAug2023.07		34.12	26.45	15.51	—	—	62.59	46.88	25.46	—	—	70.44	34.38	—	—
CRF2023.07		32.34	24.64	14.19	—	—	58.88	42.76	22.55	—	—	65.66	28.96	—	—