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ResearchFormerly WizWand

Image Manifold Transfer on Image Manifolds (OOD)

78.6AccuracyE2E ICL
51.35258.42665.572.574Dec 17, 2025
Updated 8mo ago

Evaluation results

MethodLinks
E2E ICLContext Size=39, Training Manifolds=cone,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1278.6
E2E ICLContext Size=39, Training Manifolds=cone,cylinder,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1278.1
E2E ICLContext Size=21, Training Manifolds=cone,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1274.5
E2E ICLContext Size=21, Training Manifolds=cone,cylinder,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1274.4
E2E ICLContext Size=39, Training Manifolds=cone,cylinder,sphere,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1274
E2E ICLContext Size=39, Training Manifolds=cylinder,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1271
EIG+ICLContext Size=39, Training Manifolds=cone,cylinder,sphere,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1268.9
EIG+ICLContext Size=39, Training Manifolds=cone,cylinder,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1268.9
EIG+ICLContext Size=39, Training Manifolds=cone,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1268.9
EIG+ICLContext Size=39, Training Manifolds=cylinder,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1268.8
E2E ICLContext Size=21, Training Manifolds=cone,cylinder,sphere,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1268.6
EIG+ICLContext Size=21, Training Manifolds=cone,cylinder,sphere,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1265.7
EIG+ICLContext Size=21, Training Manifolds=cone,cylinder,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1265.7
EIG+ICLContext Size=21, Training Manifolds=cone,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1265.7
EIG+ICLContext Size=21, Training Manifolds=cylinder,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1265.2
E2E ICLContext Size=21, Training Manifolds=cylinder,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1265
EIG+ICLContext Size=39, Training Manifolds=cone,cylinder,sphere,torus, Zero-shot=true, RBF Kernel=true2025.1262.6
E2E ICLContext Size=39, Training Manifolds=cone,cylinder,sphere,torus, Zero-shot=true, RBF Kernel=true2025.1261.6
EIG+ICLContext Size=21, Training Manifolds=cone,cylinder,sphere,torus, Zero-shot=true, RBF Kernel=true2025.1261.2
E2E ICLContext Size=3, Training Manifolds=cone,cylinder,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1260
E2E ICLContext Size=3, Training Manifolds=cone,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1259.6
E2E ICLContext Size=21, Training Manifolds=cone,cylinder,sphere,torus, Zero-shot=true, RBF Kernel=true2025.1258.4
EIG+ICLContext Size=3, Training Manifolds=cylinder,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1255.7
E2E ICLContext Size=3, Training Manifolds=cone,cylinder,sphere,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1255.7
EIG+ICLContext Size=3, Training Manifolds=cone,cylinder,sphere,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1255.5
EIG+ICLContext Size=3, Training Manifolds=cone,cylinder,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1255.5
EIG+ICLContext Size=3, Training Manifolds=cone,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1255.5
EIG+ICLContext Size=3, Training Manifolds=cone,cylinder,sphere,torus, Zero-shot=true, RBF Kernel=true2025.1255.5
E2E ICLContext Size=3, Training Manifolds=cylinder,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.1254.3
E2E ICLContext Size=3, Training Manifolds=cone,cylinder,sphere,torus, Zero-shot=true, RBF Kernel=true2025.1252.4