On corrupted image benchmarks, DreamSim gives more gradual, more discriminative scores than SSIM, PSNR, and LPIPS for evaluating novel view synthesis render quality.
Berg, Wan-Yen Lo, Piotr Doll ´ar, and Ross Girshick
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Benchmarking Image Similarity Metrics for Novel View Synthesis Applications
On corrupted image benchmarks, DreamSim gives more gradual, more discriminative scores than SSIM, PSNR, and LPIPS for evaluating novel view synthesis render quality.