# Image Space Diffusion on CelebA 64x64 Source: [Image Space Diffusion on CelebA 64x64]() Collection index: [llms.txt]() Data updated: 2026-05-20T09:14:13.252Z Evaluation of image space diffusion models on the CelebA dataset rendered at 64x64 resolution, typically measured using FID, Precision, and Recall. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Image Space Diffusion | | Dataset (including any stated split) | CelebA 64x64 | | Metric | FID | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 16 of 16 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [FID](): Lower is better; unit: SCALAR. - [Precision](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. ## Recorded results | Method | FID | Result date | Report paper | | --- | --- | --- | --- | | Ours (K=16) | 4.93 | Not recorded | 6a0d4054f984739ed6737b48 | | FeatKD | 5.14 | Not recorded | 6a0d4054f984739ed6737b48 | | OutKD+FeatKD | 5.24 | Not recorded | 6a0d4054f984739ed6737b48 | | w/o KD | 5.3 | Not recorded | 6a0d4054f984739ed6737b48 | | OutKD | 5.53 | Not recorded | 6a0d4054f984739ed6737b48 | | Ours (K=16) | 5.97 | Not recorded | 6a0d4054f984739ed6737b48 | | OutKD+FeatKD | 6.21 | Not recorded | 6a0d4054f984739ed6737b48 | | FeatKD | 6.26 | Not recorded | 6a0d4054f984739ed6737b48 | | w/o KD | 6.32 | Not recorded | 6a0d4054f984739ed6737b48 | | OutKD | 6.46 | Not recorded | 6a0d4054f984739ed6737b48 | | Teacher | 6.48 | Not recorded | 6a0d4054f984739ed6737b48 | | Ours (K=16) | 15.73 | Not recorded | 6a0d4054f984739ed6737b48 | | OutKD | 55.41 | Not recorded | 6a0d4054f984739ed6737b48 | | OutKD+FeatKD | 211.23 | Not recorded | 6a0d4054f984739ed6737b48 | | w/o KD | 223.56 | Not recorded | 6a0d4054f984739ed6737b48 | | FeatKD | 240.82 | Not recorded | 6a0d4054f984739ed6737b48 | ### Ours (K=16) FID: 4.93. Result ID: 6a0d7a22fbc373592c05b92c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pruning ratio":"50%","Iters":"200k","MACs":"6.0G","Params":"19.7M"}. This record does not assert independent reproduction. ### FeatKD FID: 5.14. Result ID: 6a0d7a22fbc373592c05b92a. [Reporting paper]() Recorded evaluation configuration: {"Pruning ratio":"50%","Iters":"200k","MACs":"6.0G","Params":"19.7M"}. This record does not assert independent reproduction. ### OutKD+FeatKD FID: 5.24. Result ID: 6a0d7a22fbc373592c05b92b. [Reporting paper]() Recorded evaluation configuration: {"Pruning ratio":"50%","Iters":"200k","MACs":"6.0G","Params":"19.7M"}. This record does not assert independent reproduction. ### w/o KD FID: 5.3. Result ID: 6a0d7a22fbc373592c05b928. [Reporting paper]() Recorded evaluation configuration: {"Pruning ratio":"50%","Iters":"200k","MACs":"6.0G","Params":"19.7M"}. This record does not assert independent reproduction. ### OutKD FID: 5.53. Result ID: 6a0d7a22fbc373592c05b929. [Reporting paper]() Recorded evaluation configuration: {"Pruning ratio":"50%","Iters":"200k","MACs":"6.0G","Params":"19.7M"}. This record does not assert independent reproduction. ### Ours (K=16) FID: 5.97. Result ID: 6a0d7a22fbc373592c05b931. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pruning ratio":"70%","Iters":"240k","MACs":"4.2G","Params":"9.2M"}. This record does not assert independent reproduction. ### OutKD+FeatKD FID: 6.21. Result ID: 6a0d7a22fbc373592c05b930. [Reporting paper]() Recorded evaluation configuration: {"Pruning ratio":"70%","Iters":"240k","MACs":"4.2G","Params":"9.2M"}. This record does not assert independent reproduction. ### FeatKD FID: 6.26. Result ID: 6a0d7a22fbc373592c05b92f. [Reporting paper]() Recorded evaluation configuration: {"Pruning ratio":"70%","Iters":"240k","MACs":"4.2G","Params":"9.2M"}. This record does not assert independent reproduction. ### w/o KD FID: 6.32. Result ID: 6a0d7a22fbc373592c05b92d. [Reporting paper]() Recorded evaluation configuration: {"Pruning ratio":"70%","Iters":"240k","MACs":"4.2G","Params":"9.2M"}. This record does not assert independent reproduction. ### OutKD FID: 6.46. Result ID: 6a0d7a22fbc373592c05b92e. [Reporting paper]() Recorded evaluation configuration: {"Pruning ratio":"70%","Iters":"240k","MACs":"4.2G","Params":"9.2M"}. This record does not assert independent reproduction. ### Teacher FID: 6.48. Result ID: 6a0d7a22fbc373592c05b927. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pruning ratio":"0%","Iters":"500k","MACs":"23.9G","Params":"78.7M"}. This record does not assert independent reproduction. ### Ours (K=16) FID: 15.73. Result ID: 6a0d7a22fbc373592c05b936. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pruning ratio":"90%","Iters":"500k","MACs":"0.8G","Params":"1.3M"}. This record does not assert independent reproduction. ### OutKD FID: 55.41. Result ID: 6a0d7a22fbc373592c05b933. [Reporting paper]() Recorded evaluation configuration: {"Pruning ratio":"90%","Iters":"500k","MACs":"0.8G","Params":"1.3M"}. This record does not assert independent reproduction. ### OutKD+FeatKD FID: 211.23. Result ID: 6a0d7a22fbc373592c05b935. [Reporting paper]() Recorded evaluation configuration: {"Pruning ratio":"90%","Iters":"500k","MACs":"0.8G","Params":"1.3M"}. This record does not assert independent reproduction. ### w/o KD FID: 223.56. Result ID: 6a0d7a22fbc373592c05b932. [Reporting paper]() Recorded evaluation configuration: {"Pruning ratio":"90%","Iters":"500k","MACs":"0.8G","Params":"1.3M"}. This record does not assert independent reproduction. ### FeatKD FID: 240.82. Result ID: 6a0d7a22fbc373592c05b934. [Reporting paper]() Recorded evaluation configuration: {"Pruning ratio":"90%","Iters":"500k","MACs":"0.8G","Params":"1.3M"}. 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