Datasets › Bongard-HOI
Bongard-HOI
Bongard-HOI testifies to which extent your few-shot visual learner can quickly induce the true HOI concept from a handful of images and perform reasoning with it. Further, the learner is also expected to transfer the learned few-shot skills to novel HOI concepts compositionally.
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 | ||||
|---|---|---|---|---|---|---|
| Few-Shot Image Classification | Bongard-HOI | Human (Amateur) Avg. Accuracy 91.42 | Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for... | nvlabs/bongard-hoi | 9 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 12. 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 | |||
|---|---|---|---|---|
| A Cognitive Paradigm Approach to Probe the Perception-Reasoning Interface in VLMs | 0 | 2 | 23 Jan 2025 | not harvested |
| Support-Set Context Matters for Bongard Problems | 1 | 2 | 7 Sep 2023 | not harvested |
| Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions | 1 | 5 | 27 May 2022 | not harvested |
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
CC-BY-4.0
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- Bongard-HOI
1 variant name, as the archive lists them.
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