Research map / Detection and segmentation / Open-set and few-shot detection
What To Look at and Where: Semantic and Spatial Refined Transformer for Detecting Human-Object Interactions
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Replace QPIC with SSRT | HOI detection with ResNet-50 · V-COCO Scenario 1 | mAP: 58.79 -> 63.73 | Helped |
| Use SSRT instead of QPIC | HOI detection with ResNet-50 · V-COCO Scenario 1, read-obj | AP: 35.76 -> 51.80 (+16.04) | Helped |
| Use SSRT instead of QPIC | HOI detection with ResNet-50 · V-COCO Scenario 1, drink-instr | AP: 44.26 -> 55.69 (+11.43) | Helped |
| Use SSRT instead of QPIC | HOI detection with ResNet-50 · V-COCO Scenario 1, talk-on-phone-instr | AP: 40.26 -> 51.65 (+11.39) | Helped |
| Use SSRT instead of QPIC | HOI detection with ResNet-50 · V-COCO Scenario 1, cut-instr | AP: 38.07 -> 47.34 (+9.27) | Helped |
| Use SSRT instead of QPIC | HOI detection with ResNet-50 · V-COCO Scenario 1, eat-obj | AP: 58.80 -> 66.61 (+7.81) | Helped |
Closest papers by meaning
- Exploring Structure-Aware Transformer Over Interaction Proposals for Human-Object Interaction Detection (CVPR 2022 · similarity 0.92)
- End-to-End Human Object Interaction Detection With HOI Transformer (CVPR 2021 · similarity 0.91)
- HOTR: End-to-End Human-Object Interaction Detection With Transformers (CVPR 2021 · similarity 0.91)
- Human-Object Interaction Detection via Disentangled Transformer (CVPR 2022 · similarity 0.90)
- Exploring Pose-Aware Human-Object Interaction via Hybrid Learning (CVPR 2024 · similarity 0.87)
- End-to-End HOI Reconstruction Transformer with Graph-based Encoding (CVPR 2025 · similarity 0.87)
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