update citation info and latest version

app.py

@@ -574,7 +574,7 @@ with demo:
                             BENCHMARK_VERSION_LIST,
                             value=LATEST_BENCHMARK_VERSION,
                             interactive=True,
-                            label="AIR-Bench Version",
+                            label="AIR-Bench Version (🟠NOTE: Select the version you want to submit to)",
                         )
                 with gr.Row():
                     upload_button = gr.UploadButton("Click to upload search results", file_count="single")

src/about.py

@@ -32,4 +32,13 @@ EVALUATION_QUEUE_TEXT = """
 
 CITATION_BUTTON_LABEL = "Copy the following snippet to cite these results"
 CITATION_BUTTON_TEXT = r"""
+@misc{chen2024airbench,
+      title={AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark}, 
+      author={Jianlyu Chen and Nan Wang and Chaofan Li and Bo Wang and Shitao Xiao and Han Xiao and Hao Liao and Defu Lian and Zheng Liu},
+      year={2024},
+      eprint={2412.13102},
+      archivePrefix={arXiv},
+      primaryClass={cs.IR},
+      url={https://arxiv.org/abs/2412.13102}, 
+}
 """

src/envs.py

@@ -30,7 +30,7 @@ BENCHMARK_VERSION_LIST = [
     "AIR-Bench_24.05",
 ]
 
-LATEST_BENCHMARK_VERSION = BENCHMARK_VERSION_LIST[0]
+LATEST_BENCHMARK_VERSION = BENCHMARK_VERSION_LIST[-1]   # Change to the latest benchmark version
 DEFAULT_METRIC_QA = "ndcg_at_10"
 DEFAULT_METRIC_LONG_DOC = "recall_at_10"
 METRIC_LIST = [