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Multi-Task Incremental Learning on MTIL-FS 16-shot (test)

69.6Transfer AccuracyDynamic Prefix Weighting
68.66468.90769.1569.393Apr 20, 2026

Evaluation results

MethodLinks
Dynamic Prefix Weightingshot=16-shot2026.0469.675.983.776.4
MoE-Adaptershot=16-shot2026.0469.375.382.375.6
DIKIshot=16-shot2026.0468.772.578.673.3