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Image Classification on Tiny-ImageNet (test)

94.21Accuracy

CLAdapter

Updated 19h ago

Evaluation Results

Method
CLAdapter 2025.12	94.21	-	-	-	-	-
Swin-L/4 2025.12	91.35	-	-	-	-	-
LoRSP 2026.06	90.78	-	-	-	-	-
EVP 2026.06	90.03	-	-	-	-	-
LoR-VP 2026.06	89.78	-	-	-	-	-
LP 2026.06	88.86	-	-	-	-	-
LoRSP 2026.06	88.46	-	-	-	-	-
LoR-VP 2026.06	88.02	-	-	-	-	-
FedPAC_SOAP 2026.02	87.92	-	-	-	-	-
Local SOAP 2026.02	87.72	-	-	-	-	-
FedPAC_Muon 2026.02	87.63	-	-	-	-	-
S^2SAM 2025.11	87.31	-	-	-	-	-
DeiT-B/16-D 2025.12	87.29	-	-	-	-	-
SAM 2025.11	87.29	-	-	-	-	-
Local Muon 2026.02	87.22	-	-	-	-	-
S^2SAM 2025.11	87.2	-	-	-	-	-
CrAM 2025.11	87.12	-	-	-	-	-
SAM 2025.11	87.11	-	-	-	-	-
CrAM 2025.11	87.08	-	-	-	-	-
FedAvg 2026.02	86.97	-	-	-	-	-
LoRSP 2026.06	86.93	-	-	-	-	-
SGD 2025.11	86.89	-	-	-	-	-
SCAFFOLD 2026.02	86.85	-	-	-	-	-
CaiT-S/36 2025.12	86.74	-	-	-	-	-
SGD 2025.11	86.72	-	-	-	-	-
Local AdamW 2026.02	86.65	-	-	-	-	-
FedPAC_Sophia 2026.02	86.55	-	-	-	-	-
LP 2026.06	86.54	-	-	-	-	-
ViT-L 2025.12	86.43	-	-	-	-	-
Local Sophia 2026.02	86.16	-	-	-	-	-
EVP 2026.06	85.83	-	-	-	-	-
SAM 2025.11	85.77	-	-	-	-	-
LoR-VP 2026.06	85.77	-	-	-	-	-
SGD 2025.11	85.43	-	-	-	-	-
ER + CCL-DC 2023.12	85.24	-	-	-	-	-
EVP 2026.06	84.91	-	-	-	-	-
AutoVP 2026.06	84.81	-	-	-	-	-
S^2SAM 2025.11	84.59	-	-	-	-	-
CrAM 2025.11	84.46	-	-	-	-	-
FedCM 2026.02	84.24	-	-	-	-	-
CLIP Steering Vector 2025.06	84.07	-	-	-	-	-
LP 2026.06	83.95	-	-	-	-	-
CrAM 2025.11	83.29	-	-	-	-	-
SGD 2025.11	82.9	-	-	-	-	-
DER++ + CCL-DC 2023.12	82.83	-	-	-	-	-
SAM 2025.11	82.79	-	-	-	-	-
S^2SAM 2025.11	82.62	-	-	-	-	-
AutoVP 2026.06	82.43	-	-	-	-	-
ER + CCL-DC 2023.12	81.75	-	-	-	-	-
VS2++ 2025.06	81.55	-	-	-	-	-
AutoVP 2026.06	81.42	-	-	-	-	-
CLIP Steering Vector 2025.06	80.38	-	-	-	-	-
GSA + CCL-DC 2023.12	80.36	-	-	-	-	-
S^2SAM 2025.11	79.9	-	-	-	-	-
SAM 2025.11	79.82	-	-	-	-	-
ER + CCL-DC 2023.12	79.54	-	-	-	-	-
SGD 2025.11	79.23	-	-	-	-	-
DER++ + CCL-DC 2023.12	78.8	-	-	-	-	-
LoRSP 2026.06	78.27	-	-	-	-	-
DER++ + CCL-DC 2023.12	77.79	-	-	-	-	-
LoR-VP 2026.06	77.25	-	-	-	-	-
CrAM 2025.11	77.14	-	-	-	-	-
AutoVP 2026.06	77.04	-	-	-	-	-
EVP 2026.06	77.04	-	-	-	-	-
VS2++ 2025.06	76.92	-	-	-	-	-
CLIP Steering Vector 2025.06	76.79	-	-	-	-	-
LP 2026.06	76.52	-	-	-	-	-
CrAM 2025.11	75.36	-	-	-	-	-
GSA + CCL-DC 2023.12	74.77	-	-	-	-	-
CLIP Steering Vector 2025.06	74.06	-	-	-	-	-
LoRSP 2026.06	74.06	-	-	-	-	-
SGD 2025.11	73.79	-	-	-	-	-
VS2++ 2025.06	73.27	-	-	-	-	-
SAM 2025.11	73.22	-	-	-	-	-
S^2SAM 2025.11	72.86	-	-	-	-	-
Weighted RAG 2025.06	72.53	-	-	-	-	-
VS2++ 2025.06	72.12	-	-	-	-	-
LoR-VP 2026.06	71.58	-	-	-	-	-
EVP 2026.06	71.34	-	-	-	-	-
Supervised 2026.05	70.83	-	-	-	-	-
AutoMix 2021.03	70.72	-	-	-	-	-
GSA + CCL-DC 2023.12	70.71	-	-	-	-	-
DER++ 2023.12	70.28	-	-	-	-	-
DER++ 2023.12	70.01	-	-	-	-	-
E2OAL 2026.03	68.53	-	-	-	-	-
ER 2023.12	68.15	-	-	-	-	-
AR 2026.04	68.15	-	-	-	-	-
Co-Mixup 2021.03	68.02	-	-	-	-	-
GUE 2026.04	67.93	-	-	-	-	-
LP 2026.06	67.93	-	-	-	-	-
Weighted RAG 2025.06	67.84	-	-	-	-	-
PuzzleMix 2021.03	67.83	-	-	-	-	-
GUE 2026.04	67.61	-	-	-	-	-
AutoVP 2026.06	67.44	-	-	-	-	-
AutoMix 2021.03	67.33	-	-	-	-	-
ManifoldMix 2021.03	67.3	-	-	-	-	-
DER++ 2023.12	66.87	-	-	-	-	-
SaliencyMix 2021.03	66.55	-	-	-	-	-
CutMix 2021.03	66.47	-	-	-	-	-
EMN 2026.04	66.47	-	-	-	-	-

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