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Text-based Visual Question Answering on TextVQA (Adversarial & Robustness Metrics)

91.35Metric (Clean, No Context)

Vanilla Attack

Updated 3d ago

Evaluation Results

Method	Links
Vanilla Attack 2026.01		91.35	63.63	32.99	33.31	36.11	47.65	-0.1624
Random Attack 2026.01		91.35	63.63	85.34	59.39	93.42	6.66	0.0008
CAA 2026.01		91.35	63.63	76.18	33.11	83.39	47.96	0.3136
Vanilla Attack 2026.01		88.17	72.22	13.06	16.56	14.81	77.07	-0.0812
Random Attack 2026.01		88.17	72.22	74.73	60.99	84.76	15.55	0.0031
CAA 2026.01		88.17	72.22	72.96	16.37	82.75	77.33	0.6008
Vanilla Attack 2026.01		63.18	55.63	15.41	15.03	24.39	72.98	-0.0263
Random Attack 2026.01		63.18	55.63	56.95	50.08	90.14	9.98	0.0012
CAA 2026.01		63.18	55.63	56.33	32.7	89.16	41.22	0.3038