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Universal Class Cross-Domain Retrieval on TU-Berlin

68.78mAPallMAIL++
29.956840.035950.11560.1941May 25, 2026

Evaluation results

MethodLinks
MAIL++shots=2-shot2026.0568.7875.56
MAILshots=2-shot2026.0567.9775.1
ProS*shots=2-shot2026.0566.7574.42
MaPLeshots=2-shot2026.0565.973.73
BitFitshots=2-shot2026.0565.5173.68
MMAshots=2-shot2026.0563.772.69
VPT-Dshots=2-shot2026.0562.1270.89
IVLPshots=2-shot2026.0559.1368.58
IVLAshots=2-shot2026.0559.1370.42
AFormershots=2-shot2026.0558.9570.14
CLIPshots=2-shot2026.0531.4546.12