Text Embedding on ChemTEB
0.8653Average ScoreREZE
Evaluation Results
| Method | Links | |
|---|---|---|
| REZEBackbone=ModernBERT (modernbert-embed-base), Training Samples=5002026.04 | 0.8653 | |
| FTBackbone=ModernBERT (modernbert-embed-base), Training Samples=5002026.04 | 0.8525 | |
| REZEBackbone=ModernBERT (modernbert-embed-base), Training Samples=1002026.04 | 0.8515 | |
| REZEBackbone=GTE (gte-large-en-v1.5), Training Samples=5002026.04 | 0.8373 | |
| FTBackbone=ModernBERT (modernbert-embed-base), Training Samples=1002026.04 | 0.8363 | |
| FTBackbone=GTE (gte-large-en-v1.5), Training Samples=1002026.04 | 0.8358 | |
| REZEBackbone=GTE (gte-large-en-v1.5), Training Samples=1002026.04 | 0.8276 | |
| FTBackbone=GTE (gte-large-en-v1.5), Training Samples=5002026.04 | 0.8248 | |
| REZEBackbone=E5 (e5-base-v2), Training Samples=5002026.04 | 0.8173 | |
| FTBackbone=E5 (e5-base-v2), Training Samples=5002026.04 | 0.815 | |
| FTBackbone=E5 (e5-base-v2), Training Samples=1002026.04 | 0.8041 | |
| REZEBackbone=E5 (e5-base-v2), Training Samples=1002026.04 | 0.8007 | |
| REZEBackbone=Qwen3-Embedding-0.6B, Training Samples=1002026.04 | 0.7623 | |
| FTBackbone=Qwen3-Embedding-0.6B, Training Samples=1002026.04 | 0.7537 | |
| FTBackbone=Qwen3-Embedding-0.6B, Training Samples=5002026.04 | 0.7512 | |
| REZEBackbone=Qwen3-Embedding-0.6B, Training Samples=5002026.04 | 0.7365 | |
| REZEBackbone=ModernBERT (modernbert-embed-base), Training Samples=10002026.04 | 0.685 | |
| FTBackbone=ModernBERT (modernbert-embed-base), Training Samples=10002026.04 | 0.6837 | |
| REZEBackbone=E5 (e5-base-v2), Training Samples=10002026.04 | 0.6833 | |
| FTBackbone=E5 (e5-base-v2), Training Samples=10002026.04 | 0.6786 | |
| REZEBackbone=GTE (gte-large-en-v1.5), Training Samples=10002026.04 | 0.6715 | |
| REZEBackbone=Qwen3-Embedding-0.6B, Training Samples=10002026.04 | 0.6688 | |
| FTBackbone=GTE (gte-large-en-v1.5), Training Samples=10002026.04 | 0.6668 | |
| FTBackbone=Qwen3-Embedding-0.6B, Training Samples=10002026.04 | 0.6563 |