Image Classification on CIFAR100 (test) (Accuracy and Efficiency Metrics) benchmark leaderboard · SOTA2 Research

Image Classification on CIFAR100 (test) (Accuracy and Efficiency Metrics)

69.7Test AccuracyHBGTS

Evaluation Results

Method	Links
HBGTS2024.08		69.7	-0.9	95.4	88.6
HBGTS2024.08		69.52	-0.34	98.61	89.74
HBGTS-B2024.08		69.5	0.7	95.3	88.5
HBGTS-B2024.08		69.39	0.21	98.57	89.68
Dense2024.08		69.18	0	—	—
HBGS2024.08		69.1	0.3	95.2	88.5
HBGS2024.08		68.99	0.19	98.34	89.41
HBGS-B2024.08		68.9	0.1	95.1	88.3
HBGS-B2024.08		68.82	0.36	98.27	89.32
Dense2024.08		68.8	0	—	—
HBGTS2024.08		68.65	-0.17	98.46	89.71
HBGTS-B2024.08		68.59	0.11	98.38	89.63
Dense2024.08		68.48	0	—	—
HBGS2024.08		68.25	0.23	98.28	89.35
HBGS-B2024.08		68.13	0.35	98.23	89.31
FP-Backward2024.08		67.9	0.9	94.6	87.3
HBGTS2024.08		67.8	-0.7	98.5	89.8
FP-Backward2024.08		67.66	1.52	98.12	89.24
HBGTS-B2024.08		67.6	0.5	98.4	89.7
HBGS2024.08		67.3	0.2	98.3	89.6
HBGS-B2024.08		67.2	0.1	98.1	89.4
Dense2024.08		67.1	0	—	—
FP-Backward2024.08		66.92	1.56	97.87	89.13
FP-Backward2024.08		66.2	0.9	97.9	88
LRF2024.08		65.5	3.3	94.6	87.3
EarlyCroP-S2024.08		64.1	4.7	94.3	86.5
LRF2024.08		64	3.1	97.9	88
LRF2024.08		63.73	5.45	97.84	88.98
DLRFC2024.08		63.5	3.56	97.1	53.7
PL2024.08		63.5	3.6	97.3	87.9
LRF2024.08		63.17	5.31	97.43	88.56
LFPC2024.08		62.83	6.35	97.25	88.18
EarlyCroP-S2024.08		62.8	4.3	97.9	88
GCNP2024.08		62.71	6.47	97.37	88.42
DLRFC2024.08		62.13	7.05	97.51	88.73
LFPC2024.08		61.78	6.7	97.13	87.67
DAIS2024.08		61.23	7.95	97.49	88.36
DAIS2024.08		60.34	8.14	97.25	88.12
Random2024.08		58.61	9.87	97.45	86.9
Random2024.08		55.5	11.6	98	86
Random2024.08		54.9	13.9	93.1	84.2
Random2024.08		52.64	16.54	97.9	87.32