ResearchBenchmarksFew-Shot Class-Incremental Learning on FGVC-Aircraft (test)Follow82.55Session 0 AccuracyC-FSCIL69.830873.132976.43579.7371Jan 13, 2026Evaluation ResultsMethodMethodLinksSession 0 AccuracySession 1 AccuracySession 2 AccuracySession 3 AccuracySession 4 AccuracySession 5 AccuracySession 6 AccuracySession 7 AccuracySession 8 AccuracyAverage AccuracyAverage ImprovementC-FSCIL2026.0182.5574.3371.8868.7265.3462.1659.1956.1452.7665.791.56SDC2026.0182.5575.667370.1266.3964.7361.335854.3767.35—NC-FSCIL2026.0181.774.9772.1469.2365.7263.0159.9357.6753.2366.40.95EEIL2026.0170.3255.3149.2845.8738.1128.5626.8325.7725.4540.6126.74