Text Embedding on MTEB Code v1
70Average PerformanceBLS
Evaluation results
| Method | Links | |
|---|---|---|
| BLSBackbone=Qwen3-4B, Training Data=General-Full-Data2026.02 | 70 | |
| BOOMBackbone=Qwen3-4B, Training Data=Eng + Gen2026.02 | 69.45 | |
| BLSBackbone=Qwen3-4B, Training Data=Eng-Text-Data2026.02 | 65.19 | |
| BOOMBackbone=Qwen3-0.6B, Training Data=Eng + Gen2026.02 | 64.46 | |
| BLSBackbone=Qwen3-0.6B, Training Data=General-Full-Data2026.02 | 62.29 | |
| REZEBackbone=GTE (gte-large-en-v1.5), Training Samples=10002026.04 | 62.06 | |
| REZEBackbone=GTE (gte-large-en-v1.5), Training Samples=1002026.04 | 61.89 | |
| REZEBackbone=GTE (gte-large-en-v1.5), Training Samples=5002026.04 | 61.67 | |
| REZEBackbone=ModernBERT (modernbert-embed-base), Training Samples=10002026.04 | 57.12 | |
| REZEBackbone=ModernBERT (modernbert-embed-base), Training Samples=1002026.04 | 56.81 | |
| REZEBackbone=ModernBERT (modernbert-embed-base), Training Samples=5002026.04 | 56.52 | |
| FTBackbone=ModernBERT (modernbert-embed-base), Training Samples=5002026.04 | 56.22 | |
| BLSBackbone=Qwen3-0.6B, Training Data=Eng-Text-Data2026.02 | 56.12 | |
| FTBackbone=ModernBERT (modernbert-embed-base), Training Samples=10002026.04 | 55.92 | |
| FTBackbone=ModernBERT (modernbert-embed-base), Training Samples=1002026.04 | 53.46 | |
| FTBackbone=GTE (gte-large-en-v1.5), Training Samples=1002026.04 | 53.09 | |
| REZEBackbone=E5 (e5-base-v2), Training Samples=10002026.04 | 52.86 | |
| FTBackbone=GTE (gte-large-en-v1.5), Training Samples=5002026.04 | 52.39 | |
| FTBackbone=GTE (gte-large-en-v1.5), Training Samples=10002026.04 | 52.2 | |
| REZEBackbone=E5 (e5-base-v2), Training Samples=5002026.04 | 51.01 | |
| REZEBackbone=E5 (e5-base-v2), Training Samples=1002026.04 | 50.02 | |
| FTBackbone=E5 (e5-base-v2), Training Samples=10002026.04 | 48.98 | |
| FTBackbone=E5 (e5-base-v2), Training Samples=5002026.04 | 48 | |
| FTBackbone=Qwen3-Embedding-0.6B, Training Samples=10002026.04 | 46.32 | |
| REZEBackbone=Qwen3-Embedding-0.6B, Training Samples=10002026.04 | 45.56 | |
| FTBackbone=Qwen3-Embedding-0.6B, Training Samples=5002026.04 | 44.04 | |
| REZEBackbone=Qwen3-Embedding-0.6B, Training Samples=5002026.04 | 42.91 | |
| REZEBackbone=Qwen3-Embedding-0.6B, Training Samples=1002026.04 | 40.81 | |
| FTBackbone=Qwen3-Embedding-0.6B, Training Samples=1002026.04 | 40.19 | |
| FTBackbone=E5 (e5-base-v2), Training Samples=1002026.04 | 39.06 |