ML Research Wiki / Benchmarks / Blind Face Restoration / WIDER

WIDER

Blind Face Restoration Benchmark

Performance Over Time

📊 Showing 9 results | 📏 Metric: FID

Top Performing Models

Rank Model Paper FID Date Code
1 DiffBIR DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior 32.35 2023-08-29 📦 xpixelgroup/diffbir 📦 jimmycv07/DiffIR2VR-Zero
2 DAEFR Dual Associated Encoder for Face Restoration 36.72 2023-08-14 📦 LIAGM/DAEFR
3 CodeFormer Towards Robust Blind Face Restoration with Codebook Lookup Transformer 39.06 2022-06-22 📦 sczhou/codeformer
4 GFP-GAN Towards Robust Blind Face Restoration with Codebook Lookup Transformer 40.59 2022-06-22 📦 sczhou/codeformer
5 GPEN Towards Robust Blind Face Restoration with Codebook Lookup Transformer 46.99 2022-06-22 📦 sczhou/codeformer
6 GLEAN Towards Robust Blind Face Restoration with Codebook Lookup Transformer 47.11 2022-06-22 📦 sczhou/codeformer
7 PSFRGAN Towards Robust Blind Face Restoration with Codebook Lookup Transformer 51.16 2022-06-22 📦 sczhou/codeformer
8 DFDNet Towards Robust Blind Face Restoration with Codebook Lookup Transformer 57.84 2022-06-22 📦 sczhou/codeformer
9 PULSE Towards Robust Blind Face Restoration with Codebook Lookup Transformer 73.59 2022-06-22 📦 sczhou/codeformer

All Papers (9)

xpixelgroup/diffbir jimmycv07/DiffIR2VR-Zero
LIAGM/DAEFR
sczhou/codeformer
sczhou/codeformer
sczhou/codeformer
sczhou/codeformer
sczhou/codeformer
sczhou/codeformer
sczhou/codeformer