Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection

Benchmark Model Rank Results
answer-selection-on-asnqDeBERTa-V3-Large + SSPMAP: 0.743MRR: 0.800
answer-selection-on-asnqELECTRA-Base + SSPMAP: 0.697MRR: 0.757
question-answering-on-trecqaDeBERTa-V3-Large + SSPMAP: 0.923MRR: 0.946
question-answering-on-trecqaRoBERTa-Base + PSDMAP: 0.903MRR: 0.951
question-answering-on-wikiqaDeBERTa-Large + SSPMAP: 0.901MRR: 0.914
question-answering-on-wikiqaDeBERTa-V3-Large + ALLMAP: 0.909MRR: 0.920
question-answering-on-wikiqaRoBERTa-Base + SSPMAP: 0.887MRR: 0.899