Datasets › SME
SME (Standard Multimodal Explanation)
SME is a new dataset for Multi-modal Explanation for Visual Question Answering comprising 1,028,230 samples, with 1,656 visual objects requiring detection in explanations. To our knowledge, this is the first dataset where the explanations are in standard English with additional visual grounding tokens.
Benchmarks archive 2025-07-28
All 1 leaderboard 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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| FS-MEVQA | SME | MEAgent BLEU-4 67.91 | Few-Shot Multimodal Explanation for Visual Question Answering | LivXue/FS-MEVQA | 7 | Compare |
Papers archive 2025-07-28
7 shown of 7 papers 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 7. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Few-Shot Multimodal Explanation for Visual Question Answering | 1 | 1 | 28 Oct 2024 | not harvested |
| Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context | 1 | 1 | 8 Mar 2024 | not harvested |
| CogVLM: Visual Expert for Pretrained Language Models | 4 | 1 | 6 Nov 2023 | not harvested |
| Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond | 2 | 1 | 24 Aug 2023 | ran 0 of 2 samples (2 unverified; 2 pointer-only for licence) |
| GPT-4 Technical Report | 11 | 1 | 15 Mar 2023 | ran 2 of 5 samples (3 unverified; 1 pointer-only for licence) |
| Variational Causal Inference Network for Explanatory Visual Question Answering | 1 | 1 | 1 Jan 2023 | not harvested |
| REX: Reasoning-aware and Grounded Explanation | 1 | 1 | 11 Mar 2022 | ran 2 of 2 samples (0 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
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- SME
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections