Test-Time Adaptation on Food-101 (test) benchmark leaderboard · SOTA2 Research

Test-Time Adaptation on Food-101 (test)

88.35iNaturalist Accuracy (S)DDE

Evaluation Results

Method	Links
DDE2026.06		88.35	99.93	93.78	88.23	99.78	93.65	88.3	97.94	92.87	88.24	99.65	93.61	88.28	99.33	93.48
AdaND2026.06		86.5	99.87	92.71	86.4	99.64	92.55	86.44	96.51	91.2	86.42	99.4	92.46	86.44	98.85	92.23
DMN2026.06		84.17	99.92	91.37	84.13	99.87	91.33	84.14	95.71	89.55	84.21	99.49	91.21	84.16	98.75	90.87
AdaNeg2026.06		84.17	99.74	91.29	84.16	98.86	90.92	84.23	96.82	90.09	84.16	93.65	88.65	84.18	97.27	90.24
OODD2026.06		83.63	99.99	91.09	83.77	99.99	91.17	83.75	97.22	89.98	83.76	99.91	91.13	83.73	99.28	90.84
ZS-CLIP2026.06		80.6	94.76	87.11	80.75	96.08	87.75	80.51	93.12	86.36	80.62	94.62	87.06	80.62	94.65	87.07
TPT2026.06		79.7	94.93	86.65	79.92	96.19	87.3	79.7	93.86	86.2	79.76	95.14	86.77	79.77	95.03	86.73
Tent2026.06		75.83	25.09	37.7	82.86	85.1	83.97	82.54	87.03	84.73	82.26	80.13	81.18	80.87	69.34	71.9