Image Classification on Continual Learning Task Stream S benchmark leaderboard · SOTA2 Research

Image Classification on Continual Learning Task Stream S

97.4Caltech AccuracyBETA

Evaluation Results

Method	Links
BETA2026.06		97.4	95.3	94.6	99.6	91.5	58.1	78.5	81.4	96.7	86.4	88
BETA2026.06		97.4	95.5	94.4	99.6	92.3	65.6	80	82.1	96.6	88	89.2
BETA2026.06		97.2	96.4	96.3	99.9	95.2	79.6	83.3	84.4	96.4	92.7	92.1
BETA2026.06		96.8	95.5	90.9	99.2	93.1	63.2	80.8	79.4	97.2	90	88.6
BETA2026.06		96.4	96.4	95.9	99.8	94.7	71.7	82.9	83.5	97.1	90.8	90.9
BETA2026.06		95.7	96.2	95.9	99.8	93.4	77.3	81.1	78.5	87	84.4	88.9
BETA2026.06		95.5	94	87.1	98.8	89.8	53.2	77.2	75.9	95.9	86.4	85.4
BETA2026.06		95.4	95	93.6	99.2	89.4	53.5	76.4	76.7	87.9	80.8	84.8
BETA2026.06		95.2	95	94	99.4	90.2	60.3	78	76.8	87.9	83	86
BETA2026.06		94.6	96.2	95.3	99.6	93	69	81	79	90.1	82.7	88.1
BETA2026.06		94	94.9	89.2	98.7	90.8	59.1	78.7	71.5	91.6	85.1	85.4
BETA2026.06		93.4	92.8	83.9	97.1	86.8	46.9	74.7	67.8	88.4	83.1	81.5
Zero-shot2026.06		85.8	92.7	92.5	81.6	88.8	28	69.4	55.1	35.8	66.2	69.6
Zero-shot2026.06		85.8	92.7	92.5	81.6	88.8	28	69.4	55.1	35.8	66.2	69.6
Zero-shot2026.06		85.4	95	87.5	89.5	92.6	50.1	72	56.4	49.4	77.6	75.5
Zero-shot2026.06		85.4	95	87.5	89.5	92.6	50.1	72	56.4	49.4	77.6	75.5
Zero-shot2026.06		85.3	92.8	89	81.7	88	29.4	65.7	55.1	31.6	72.2	69.1
Zero-shot2026.06		85.3	94.2	95	89.2	92.5	55	70.8	60.1	43.3	76	76.1
Zero-shot2026.06		85.3	92.8	89	81.7	88	29.4	65.7	55.1	31.6	72.2	69.1
Zero-shot2026.06		85.3	94.2	95	89.2	92.5	55	70.8	60.1	43.3	76	76.1
Zero-shot2026.06		75.7	93.3	76.8	79.5	90.3	32.5	64.4	41.8	61	73.3	68.9
Zero-shot2026.06		75.7	93.3	76.8	79.5	90.3	32.5	64.4	41.8	61	73.3	68.9
Zero-shot2026.06		72.4	88.6	65.5	70.7	85.3	24.8	59.1	33.7	45.2	64.9	61
Zero-shot2026.06		72.4	88.6	65.5	70.7	85.3	24.8	59.1	33.7	45.2	64.9	61