CMU-MOSEI: Competing Method Performance with Statistical Validation

5.5 KB of performance metrics for a competing method evaluated on the CMU-MOSEI dataset. The data is provided in an XLS file by author Weiguang Dong and was last updated on April 27, 2026. The dataset is licensed under CC-BY-4.0.

Use Cases

• Benchmarking new multimodal sentiment models based on the reported performance metrics.
• Conducting statistical validation of model results based on the described validation data.
• Comparing method performance on the CMU-MOSEI dataset based on the provided evaluation figures.

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• Includes statistical validation, which suggests a formal evaluation methodology.
• Has a clear, permissive license (CC-BY-4.0) for reuse.

Limitations

• Row count and column definitions are unknown, limiting suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.
• The 5.5 KB size indicates a very limited scope, likely containing only summary statistics.

Provenance

Source

figshare

Collection Method

Likely contains performance metrics from an evaluation of a method on the CMU-MOSEI benchmark.

Time Range

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Freshness

Last updated 2026-04-27 17:22:29; freshness should be verified.

Geography

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