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Papers Benchmarks Datasets Tasks

SIMMC dataset and benchmarks · SOTA2 Research

Research Datasets

SIMMC

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Coreference Resolution

SIMMC 2.1

59.98Precision

22

Multimodal Reasoning

SIMMC 2.0

79.86Score

13

Preference Reasoning (Recommendation)

SIMMC 2.1 (test)

38.75R@1

13

Response Generation

SIMMC 2.1 (test)

33.77BLEU-1

13

Multi-modal Response Generation

SIMMC 2.0

34.1BLEU

5

Multi-modal Dialog State Tracking

SIMMC 2.0

88.3Slot F1

5

Popular tasks

Multimodal Reasoning Response Generation Coreference Resolution Multi-modal Response Generation Multi-modal Dialog State Tracking

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