Semantic Textual Similarity on STS-BENCHMARK
86.87Spearman CorrelationTeacher
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TeacherTeacher Model=Qwen3-Embedding 4B, Student Model=Bert-base, Student Parameters=109M2026.06 | 86.87 | 74.2 | 84.73 | 81.22 | |
| TeacherTeacher Model=BGE-M3, Student Model=MiniLMv2 H768, Student Parameters=66M2026.06 | 84.87 | 71.63 | 83.83 | 79.76 | |
| TeacherTeacher Model=Qwen3-Embedding 0.6B, Student Model=MiniLMv2 H384, Student Parameters=22M2026.06 | 84.6 | 72.66 | 82.61 | 79.29 | |
| TALASTeacher Model=Qwen3-Embedding 4B, Student Model=Bert-base, Student Parameters=109M2026.06 | 80.88 | 73.61 | 81.44 | 78.83 | |
| TALASTeacher Model=BGE-M3, Student Model=MiniLMv2 H768, Student Parameters=66M2026.06 | 79.01 | 69.53 | 80.05 | 76.55 | |
| TALASTeacher Model=Qwen3-Embedding 0.6B, Student Model=MiniLMv2 H384, Student Parameters=22M2026.06 | 76.22 | 67.94 | 78.21 | 74.79 |