Visual Question Answering on IR-VQA 9,720-sample (test) benchmark leaderboard · SOTA2 Research

Visual Question Answering on IR-VQA 9,720-sample (test)

35.24Scene AccuracyClean

Evaluation Results

Method	Links
Clean2026.07		35.24	33.19	86.59
Clean2026.07		24.27	25.91	98.13
Clean2026.07		24.27	25.52	92.4
Clean2026.07		23.66	24.18	81.13
Clean2026.07		23.54	25.35	95.34
Thermal Drift2026.07		22.2	23.86	88.71
Thermal Drift2026.07		21.95	28.12	94.06
Hot/Cold Block2026.07		21.83	27.69	94.01
AirflowAttack2026.07		21.83	28.6	94.43
Hot/Cold Block2026.07		21.83	23.91	88.71
Thermal Turb.2026.07		21.59	26.9	94.07
IR Stripe2026.07		21.59	22.79	89.09
Clean2026.07		21.46	26.72	98.8
Hot/Cold Block2026.07		21.1	23.04	95.11
IR Stripe2026.07		20.85	27.21	93.9
IR Stripe2026.07		20.73	23.08	95.71
Thermal Drift2026.07		20.49	22.65	95.51
AirflowAttack2026.07		20.37	22.53	88.84
Thermal Turb.2026.07		19.76	22.34	95.74
Hot/Cold Block2026.07		19.51	23.83	83.83
AirflowAttack2026.07		19.39	21.73	95.7
Hot/Cold Block2026.07		19.15	25.07	90.17
Thermal Drift2026.07		19.15	24.87	89.93
IR Stripe2026.07		18.78	25.18	90.84
Thermal Turb.2026.07		18.78	22.24	88.57
Thermal Drift2026.07		17.93	24.59	83.29
Hot/Cold Block2026.07		17.68	24.77	96.47
IR Stripe2026.07		17.56	23.14	84
Thermal Drift2026.07		17.07	24.57	95.96
IR Stripe2026.07		16.71	24.29	96.31
Thermal Turb.2026.07		16.71	23.61	89.86
Thermal Turb.2026.07		16.59	22.56	83.11
AirflowAttack2026.07		16.22	24.47	97.44
AirflowAttack2026.07		16.22	25.28	91.9
AirflowAttack2026.07		14.63	23.64	82.94
Thermal Turb.2026.07		14.39	24.23	94.66