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Image Manifold Transfer on Image Manifolds (ID)

93AccuracyE2E ICL
69.0875.2981.587.71Dec 17, 2025

Evaluation results

MethodLinks
E2E ICLContext Size=39, Training Manifolds=cone,cylinder,sphere,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1293
E2E ICLContext Size=39, Training Manifolds=cone,cylinder,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1293
E2E ICLContext Size=39, Training Manifolds=cone,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1293
E2E ICLContext Size=39, Training Manifolds=cylinder,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1293
E2E ICLContext Size=39, Training Manifolds=cone,cylinder,sphere,torus, Zero-shot=true, RBF Kernel=true2025.1293
EIG+ICLContext Size=39, Training Manifolds=cone,cylinder,sphere,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1290
EIG+ICLContext Size=39, Training Manifolds=cone,cylinder,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1290
EIG+ICLContext Size=39, Training Manifolds=cone,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1290
EIG+ICLContext Size=39, Training Manifolds=cylinder,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1290
EIG+ICLContext Size=39, Training Manifolds=cone,cylinder,sphere,torus, Zero-shot=true, RBF Kernel=true2025.1290
E2E ICLContext Size=21, Training Manifolds=cone,cylinder,sphere,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1288
E2E ICLContext Size=21, Training Manifolds=cone,cylinder,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1288
E2E ICLContext Size=21, Training Manifolds=cone,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1288
E2E ICLContext Size=21, Training Manifolds=cylinder,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1288
E2E ICLContext Size=21, Training Manifolds=cone,cylinder,sphere,torus, Zero-shot=true, RBF Kernel=true2025.1288
EIG+ICLContext Size=21, Training Manifolds=cone,cylinder,sphere,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1285
EIG+ICLContext Size=21, Training Manifolds=cone,cylinder,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1285
EIG+ICLContext Size=21, Training Manifolds=cone,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1285
EIG+ICLContext Size=21, Training Manifolds=cylinder,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1285
EIG+ICLContext Size=21, Training Manifolds=cone,cylinder,sphere,torus, Zero-shot=true, RBF Kernel=true2025.1285
E2E ICLContext Size=3, Training Manifolds=cone,cylinder,sphere,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1273
E2E ICLContext Size=3, Training Manifolds=cone,cylinder,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1273
E2E ICLContext Size=3, Training Manifolds=cone,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1273
E2E ICLContext Size=3, Training Manifolds=cylinder,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1273
E2E ICLContext Size=3, Training Manifolds=cone,cylinder,sphere,torus, Zero-shot=true, RBF Kernel=true2025.1273
EIG+ICLContext Size=3, Training Manifolds=cone,cylinder,sphere,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1270
EIG+ICLContext Size=3, Training Manifolds=cone,cylinder,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1270
EIG+ICLContext Size=3, Training Manifolds=cone,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1270
EIG+ICLContext Size=3, Training Manifolds=cylinder,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1270
EIG+ICLContext Size=3, Training Manifolds=cone,cylinder,sphere,torus, Zero-shot=true, RBF Kernel=true2025.1270