🚀 Our paper “Appreciate the View: A Task-Aware Evaluation Framework for Novel View Synthesis” is accepted to 3DV 2026! @IdoSobol @orlitany
🔗 Project page: saarst.github.io/appreciate-…
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We evaluate correlation with human preferences across four axes:
🎯 Viewpoint Accuracy
🔁 Shared Consistency
✨ Plausibility of New Regions
📷 Image Quality
Classic metrics (PSNR, SSIM, LPIPS, CLIP) and distribution scores (FID, FJD) fail on viewpoint-aware correctness.