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Search results for benchmark robustness

9 search results found

Promptbench ⭐ 1,655

A unified evaluation framework for large language models

Model Vs Human ⭐ 301

Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)

Modelnet40 C ⭐ 184

Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296

Pointcloud C ⭐ 159

Benchmarking and Analyzing Point Cloud Perception Robustness under Corruptions

Robust Detection Benchmark ⭐ 106

Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)

Chembench ⭐ 32

MoleculeNet benchmark dataset & MolMapNet dataset

Mdl Stance Robustness ⭐ 31

Multi-dataset stance detection and robustness experiments

Vllm Safety Benchmark ⭐ 15

Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"

Composite Adv ⭐ 5

[CVPR23] "Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations" by Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, and Tsung-Yi Ho.

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