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Embedding Inversion on mC4 (val)

81.3Token AccuracyConditional Masked Diffusion (Qwen3-Embedding-0.6B)
75.78877.21978.6580.081Feb 11, 2026

Evaluation results

MethodLinks
Conditional Masked Diffusion (Qwen3-Embedding-0.6B)Encoder=Qwen3-Embedding-0.6B, Steps=72.5K, Vocab=152K, Embed Dim=1024, Decoding Strategy=Sequential Greedy2026.0281.31.317
Conditional Masked Diffusion (EmbeddingGemma-300m)Encoder=EmbeddingGemma-300m, Steps=49.5K, Vocab=262K, Embed Dim=768, Decoding Strategy=Sequential Greedy2026.0278.81.55
Conditional Masked Diffusion (jina-embeddings-v3)Encoder=jina-embeddings-v3, Steps=62.5K, Vocab=250K, Embed Dim=1024, Decoding Strategy=Sequential Greedy2026.02761.6