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EIBench

Introduced by Yuxiang Lin et al. in Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models10 Apr 2025 archive 2025-07-28

For Emotion Interpretation task

Benchmarks archive 2025-07-28

All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Emotion Interpretation EIBench Claude-3-haiku Recall 63.24 Why We Feel: Breaking Boundaries in Emotional Reasoning... Lum1104/MER-Factory +1 13 Compare
Emotion Interpretation EIBench (complex) ChatGPT-4o Recall 39.27 Why We Feel: Breaking Boundaries in Emotional Reasoning... Lum1104/MER-Factory +1 13 Compare

Papers archive 2025-07-28

1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 1. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models 2 26 10 Apr 2025 ran 1 of 9 samples (8 unverified)

Dataset loaders archive 2025-07-28

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

License archive 2025-07-28

Apache-2.0 license

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • EIBench
  • EIBench (complex)

2 variant names, as the archive lists them.

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