| { | |
| "model": "PocketDiffusion", | |
| "parameters": 55608, | |
| "diffusion_steps": 50, | |
| "epochs": 300, | |
| "guidance_search": { | |
| "1.0": 0.460999995470047, | |
| "1.5": 0.7149999737739563, | |
| "2.0": 0.8560000061988831, | |
| "2.5": 0.9359999895095825, | |
| "3.0": 0.9620000123977661 | |
| }, | |
| "generation": { | |
| "judge_accuracy": 0.9620000123977661, | |
| "judge_accuracy_by_class": { | |
| "0": 1.0, | |
| "1": 0.9200000166893005, | |
| "2": 0.9900000095367432, | |
| "3": 0.9800000190734863, | |
| "4": 0.9599999785423279, | |
| "5": 0.9800000190734863, | |
| "6": 1.0, | |
| "7": 0.9900000095367432, | |
| "8": 0.8299999833106995, | |
| "9": 0.9700000286102295 | |
| }, | |
| "mean_pixel_variance_by_class": { | |
| "0": 0.020940322428941727, | |
| "1": 0.03187673166394234, | |
| "2": 0.03836727514863014, | |
| "3": 0.03142565116286278, | |
| "4": 0.04158321022987366, | |
| "5": 0.034002821892499924, | |
| "6": 0.022990796715021133, | |
| "7": 0.036991652101278305, | |
| "8": 0.04558330774307251, | |
| "9": 0.03457583114504814 | |
| }, | |
| "samples": 1000, | |
| "guidance": 3.0 | |
| }, | |
| "judge": "Tiny Vision labels-only student, 98.52% real-image test accuracy" | |
| } |