Quantitative ablation study on VAE channel width and multi-level embeddings.
收藏Figshare2025-10-03 更新2026-04-28 收录
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https://figshare.com/articles/dataset/Quantitative_ablation_study_on_VAE_channel_width_and_multi-level_embeddings_/30274620
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We evaluated three variants using FID and IS metrics: 4-channel VAE (4ch), 8-channel VAE (8ch), and 8ch model with multi-level CLIP embeddings (8ch+ML). Both 8ch and 8ch+ML variants demonstrated improved FID and IS scores compared to 4ch. However, the IS score for 8ch+ML showed a slight decrease compared to the standalone 8ch model, suggesting that excessive learning of fine-grained features through multi-level embeddings may reduce sample diversity.
创建时间：
2025-10-03
