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ResearchFormerly WizWand

Classification on CPT zero-shot

69.01Part-Whole ScoreUNITER

Evaluation results

Method	Links
UNITER2026.05		69.01	70.65	55.75	46.27	58.5	62.17	57.97	68.71	59.63	77	62.32
VisualBERT2026.05		68.84	68.84	52.02	52.3	63.27	66.9	57.54	70.33	57.22	70	62.16
VisualBERT2026.05		66.47	70.89	53.26	50.19	61.34	68.17	57.01	67.79	58.34	68.4	61.5
VisualBERT2026.05		64.46	69.69	50.16	51.51	61.75	65.6	58.54	68.66	57.78	66	61.2
UNITER2026.05		64.1	66.42	50.99	46.53	57.29	62.8	53.32	65.95	58.75	63.2	59.27
UNITER2026.05		63.95	67.27	49.53	46.59	56.69	54.57	57.47	64.93	57.72	64	59.29
VL-BERT2026.05		63.43	68.6	49.69	53.31	62.74	68.04	57.47	65.74	51.43	67	60.28
VisualBERT2026.05		63.35	65.7	48.45	50.98	56.84	61.2	58.1	67.22	57.27	65	59.24
UNITER2026.05		63	65.94	46.43	47.86	54.04	61.58	57.41	65.36	58.51	62	58.53
VL-BERT2026.05		61.37	71.38	49.22	51.67	62.21	63.48	56.66	65.74	52.22	66	59.33
VL-BERT2026.05		59.43	67.08	48.88	50.5	57.93	65.52	53.85	65.15	50.48	64.4	57.88
VL-BERT2026.05		58.37	66.06	47.2	51.83	55.4	62.23	56.47	65.12	50.42	63	57.42
LXMERT2026.05		56.48	60.51	46.43	50.24	54.8	70.11	56.79	60.62	52.05	54	55.49
ViLBERT2026.05		55.97	54.83	41.3	39.28	52.08	56.85	50.47	57.32	47.05	53	50.87
ViLBERT2026.05		55.02	55.92	42.24	47.17	49.89	57.39	52.91	60.48	56.6	52	53.95
ViLBERT2026.05		54.59	56.76	40.06	45.79	52.38	56.63	51.97	57.8	54.41	54	52.99
LXMERT2026.05		53.73	59.42	43.01	49.23	51.55	62.45	55.6	62.87	54.8	56	55.43
LXMERT2026.05		52.93	61.98	44.38	47.56	54.78	67.2	55.04	63.91	54.6	53.4	55.94
ViLBERT2026.05		52.65	54.56	43.11	41.5	52.53	55.64	45.41	57.57	53.23	58.6	51.15
LXMERT2026.05		50.13	55.68	43.17	49.81	52.46	64.18	52.72	57.51	51.88	54	52.22