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Models/InstructDS

InstructDS

Reported on 9 benchmarks across 3 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Knowledge Base7 results

Text SummarizationonSAMSum
ROUGE-1· 2023-10-17
55.3
best: 59.1 (OmniVec2)
SOTA
Instructive Dialogue Summarization with Query Aggregations arXiv:2310.10981
Text SummarizationonSAMSum
ROUGE-2· 2023-10-17
31.3
best: 34.1 (OmniVec2)
SOTA
Instructive Dialogue Summarization with Query Aggregations arXiv:2310.10981
Text SummarizationonDialogSum
Rouge1· 2023-10-17
47.8
SOTA
Instructive Dialogue Summarization with Query Aggregations arXiv:2310.10981
Text SummarizationonDialogSum
Rouge2· 2023-10-17
22.2
SOTA
Instructive Dialogue Summarization with Query Aggregations arXiv:2310.10981
Text SummarizationonSAMSum
BertScoreF1· 2023-10-17
55.5
best: 71.92 (SICK)
Instructive Dialogue Summarization with Query Aggregations arXiv:2310.10981
Text SummarizationonSAMSum
ROUGE-L· 2023-10-17
46.7
best: 63.7 (OmniVec2)
Instructive Dialogue Summarization with Query Aggregations arXiv:2310.10981
Text SummarizationonDialogSum
RougeL· 2023-10-17
39.4
best: 41.4 (OmniVec2)
Instructive Dialogue Summarization with Query Aggregations arXiv:2310.10981

Natural Language Processing2 results

Reading ComprehensiononDREAM
Accuracy· 2023-10-17
65.9
best: 69.2 (ASA + RoBERTa)
Instructive Dialogue Summarization with Query Aggregations arXiv:2310.10981
Visual Question Answering (VQA)onDREAM
Accuracy· 2023-10-17
65.9
best: 69.2 (ASA + RoBERTa)
Instructive Dialogue Summarization with Query Aggregations arXiv:2310.10981