Image Manifold Transfer on Image Manifolds (OOD)
78.6AccuracyE2E ICL
Evaluation Results
| Method | Links | |
|---|---|---|
| E2E ICLContext Size=39, Training Manifolds=cone,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 78.6 | |
| E2E ICLContext Size=39, Training Manifolds=cone,cylinder,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 78.1 | |
| E2E ICLContext Size=21, Training Manifolds=cone,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 74.5 | |
| E2E ICLContext Size=21, Training Manifolds=cone,cylinder,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 74.4 | |
| E2E ICLContext Size=39, Training Manifolds=cone,cylinder,sphere,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 74 | |
| E2E ICLContext Size=39, Training Manifolds=cylinder,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 71 | |
| EIG+ICLContext Size=39, Training Manifolds=cone,cylinder,sphere,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 68.9 | |
| EIG+ICLContext Size=39, Training Manifolds=cone,cylinder,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 68.9 | |
| EIG+ICLContext Size=39, Training Manifolds=cone,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 68.9 | |
| EIG+ICLContext Size=39, Training Manifolds=cylinder,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 68.8 | |
| E2E ICLContext Size=21, Training Manifolds=cone,cylinder,sphere,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 68.6 | |
| EIG+ICLContext Size=21, Training Manifolds=cone,cylinder,sphere,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 65.7 | |
| EIG+ICLContext Size=21, Training Manifolds=cone,cylinder,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 65.7 | |
| EIG+ICLContext Size=21, Training Manifolds=cone,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 65.7 | |
| EIG+ICLContext Size=21, Training Manifolds=cylinder,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 65.2 | |
| E2E ICLContext Size=21, Training Manifolds=cylinder,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 65 | |
| EIG+ICLContext Size=39, Training Manifolds=cone,cylinder,sphere,torus, Zero-shot=true, RBF Kernel=true2025.12 | 62.6 | |
| E2E ICLContext Size=39, Training Manifolds=cone,cylinder,sphere,torus, Zero-shot=true, RBF Kernel=true2025.12 | 61.6 | |
| EIG+ICLContext Size=21, Training Manifolds=cone,cylinder,sphere,torus, Zero-shot=true, RBF Kernel=true2025.12 | 61.2 | |
| E2E ICLContext Size=3, Training Manifolds=cone,cylinder,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 60 | |
| E2E ICLContext Size=3, Training Manifolds=cone,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 59.6 | |
| E2E ICLContext Size=21, Training Manifolds=cone,cylinder,sphere,torus, Zero-shot=true, RBF Kernel=true2025.12 | 58.4 | |
| EIG+ICLContext Size=3, Training Manifolds=cylinder,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 55.7 | |
| E2E ICLContext Size=3, Training Manifolds=cone,cylinder,sphere,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 55.7 | |
| EIG+ICLContext Size=3, Training Manifolds=cone,cylinder,sphere,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 55.5 | |
| EIG+ICLContext Size=3, Training Manifolds=cone,cylinder,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 55.5 | |
| EIG+ICLContext Size=3, Training Manifolds=cone,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 55.5 | |
| EIG+ICLContext Size=3, Training Manifolds=cone,cylinder,sphere,torus, Zero-shot=true, RBF Kernel=true2025.12 | 55.5 | |
| E2E ICLContext Size=3, Training Manifolds=cylinder,sphere,torus,swiss_roll, Zero-shot=true, RBF Kernel=true2025.12 | 54.3 | |
| E2E ICLContext Size=3, Training Manifolds=cone,cylinder,sphere,torus, Zero-shot=true, RBF Kernel=true2025.12 | 52.4 |