📊 Showing 5 results | 📏 Metric: Accuracy
| Rank | Model | Paper | Accuracy | Date | Code |
|---|---|---|---|---|---|
| 1 | MDETR | MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding | 81.70 | 2021-04-26 | 📦 facebookresearch/multimodal 📦 ashkamath/mdetr 📦 thunlp/pevl 📦 b-faye/lightmdetr 📦 AleDella/mdter_eval |
| 2 | MAC | Compositional Attention Networks for Machine Reasoning | 81.50 | 2018-03-08 | 📦 stanfordnlp/mac-network 📦 rosinality/mac-network-pytorch 📦 Glaciohound/VCML |
| 3 | CNN+GRU+FiLM | FiLM: Visual Reasoning with a General Conditioning Layer | 75.90 | 2017-09-22 | 📦 kdaip/stabletts 📦 ethanjperez/film 📦 caffeinism/film-pytorch |
| 4 | NS-VQA (1K programs) | Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding | 67.80 | 2018-10-04 | 📦 kexinyi/ns-vqa 📦 nerdimite/neuro-symbolic-ai-soc |
| 5 | IEP-18K | Inferring and Executing Programs for Visual Reasoning | 66.60 | 2017-05-10 | 📦 facebookresearch/clevr-iep 📦 ethanjperez/film 📦 AlexKuhnle/film 📦 rs9000/VisualReasoning_MMnet 📦 bhanu77prakash/EDA-project |