@article{anewbenchmarkforfewshotclass, title = {A New Benchmark for Few-Shot Class-Incremental Learning: Redefining the Upper Bound}, author = {Shiwon Kim and Dongjun Hwang and Sungwon Woo and Rita Singh}, year = {2025}, eprint = {2503.10003}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.10003v1}, }