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Aspect-conditioned Similarity on ASPECTSIM Span Level 1.0 (test)

0.574MPNet ScoreASPECTSIM
-0.00840.14280.2940.4452Jan 6, 2026

Evaluation results

MethodLinks
ASPECTSIMLLM Backbone=Qwen-2.5-72B2026.010.5740.5780.5880.5790.5830.5840.5840.590.5850.583
ASPECTSIMLLM Backbone=LLaMA-3.3-70B2026.010.5690.5730.5860.5770.5780.5790.5810.5860.5840.579
ASPECTSIMLLM Backbone=Phi-4-14B2026.010.5680.5710.5810.5730.5740.5760.5760.5810.5780.575
ASPECTSIMLLM Backbone=Qwen-2.5-14B2026.010.5670.570.580.5750.5750.5770.5780.5810.5780.576
ASPECTSIMLLM Backbone=Qwen-2.5-32B2026.010.5650.570.5820.5720.5730.5740.5740.5790.5760.574
ASPECTSIMLLM Backbone=Gemma-2-27B2026.010.5640.5660.5810.5720.5710.5730.5730.580.5790.573
ASPECTSIMLLM Backbone=Qwen-3-8B2026.010.5640.5620.5750.5690.5640.5660.5670.5720.5690.578
ASPECTSIMLLM Backbone=DeepSeek-14B2026.010.5610.560.5750.5640.5650.5660.5680.5690.5680.565
ASPECTSIMLLM Backbone=Qwen-3-4B2026.010.560.5610.570.5640.5630.5640.5640.5710.5650.566
ASPECTSIMLLM Backbone=DeepSeek-32B2026.010.5510.5520.5680.560.5620.5640.5660.5660.5630.566
ASPECTSIMLLM Backbone=Gemma-3-12B2026.010.5420.5440.5610.5480.550.550.5570.560.5540.552
ASPECTSIMLLM Backbone=Mistral-7B2026.010.5170.5150.5350.5260.5280.5280.5290.530.5330.527
ASPECTSIMLLM Backbone=Phi-4-4B2026.010.4960.4950.5040.5040.4970.4980.5030.4970.5010.5
ASPECTSIMLLM Backbone=LLaMA-3.2-3B2026.010.4440.4470.460.4780.4650.4660.4660.4710.4720.466
ASPECTSIMLLM Backbone=LLaMA-3.2-1B2026.010.0870.0960.1020.1030.1020.1040.0950.1070.1020.1
ASPECTSIMLLM Backbone=Gemma-3-1B2026.010.0140.1450.1530.1420.1540.1530.1520.1370.1460.146