Update README.md

README.md

@@ -52,28 +52,26 @@ for item in ds["test"]:
 
 ## Leaderboard
 
-| Model                    | Overall | Place Info | Nearby | Routing | Trip   | Unanswerable |
-|--------------------------|:---------:|:------------:|:--------:|:---------:|:--------:|:--------------:|
-| Claude-3.5-Sonnet        | **66.33**   | **73.44**      | 73.49  | **75.76**   | **49.25**  | 40.00        |
-| Gemini-1.5-Pro           | **66.33**   | 65.63      | **74.70**  | 69.70   | 47.76  | **85.00**        |
-| GPT-4o                   | 63.33   | 64.06      | **74.70**  | 69.70   | **49.25**  | 40.00        |
-| GPT-4-Turbo              | 62.33   | 67.19      | 71.08  | 71.21   | 47.76  | 30.00        |
-| Gemini-1.5-Flash         | 58.67   | 62.50      | 67.47  | 66.67   | 38.81  | 50.00        |
-| GPT-4o-mini              | 51.00   | 46.88      | 63.86  | 57.58   | 40.30  | 25.00        |
-| GPT-3.5-Turbo            | 37.67   | 26.56      | 53.01  | 48.48   | 28.36  | 5.00         |
-| Llama-3.1-70B            | 61.00   | 70.31      | 67.47  | 69.70   | 40.30  | 45.00        |
-| Llama-3.2-90B            | 58.33   | 68.75      | 66.27  | 66.67   | 38.81  | 30.00        |
-| Qwen2.5-72B              | 57.00   | 62.50      | 71.08  | 63.64   | 41.79  | 10.00        |
-| Qwen2.5-14B              | 53.67   | 57.81      | 71.08  | 59.09   | 32.84  | 20.00        |
-| Gemma-2.0-27B            | 49.00   | 39.06      | 71.08  | 59.09   | 31.34  | 15.00        |
-| Gemma-2.0-9B             | 47.33   | 50.00      | 50.60  | 59.09   | 34.33  | 30.00        |
-| Llama-3.1-8B             | 44.00   | 53.13      | 57.83  | 45.45   | 23.88  | 20.00        |
-| Qwen2.5-7B               | 43.33   | 48.44      | 49.40  | 42.42   | 38.81  | 20.00        |
-| Mistral-Nemo             | 43.33   | 46.88      | 50.60  | 50.00   | 32.84  | 15.00        |
-| Mixtral-8x7B             | 43.00   | 53.13      | 54.22  | 45.45   | 26.87  | 10.00        |
-| Phi-3.5-mini             | 37.00   | 40.63      | 48.19  | 46.97   | 20.90  | 0.00         |
-| Llama-3.2-3B             | 33.00   | 31.25      | 49.40  | 31.82   | 25.37  | 0.00         |
-| Human                    | 86.67   | 92.19      | 90.36  | 81.81   | 88.06  | 65.00        |
+| Model               | Overall | Place Info | Nearby | Routing | Trip   | Unanswerable |
+|---------------------|:---------:|:------------:|:--------:|:---------:|:--------:|:--------------:|
+| Claude-3.5-Sonnet   | **64.00**   | **68.75**     | **55.42**  | **65.15**   | **71.64**  | 55.00        |
+| GPT-4-Turbo         | 53.67   | 62.50      | 50.60  | 60.61   | 50.75  | 25.00        |
+| GPT-4o              | 48.67   | 59.38      | 40.96  | 50.00   | 56.72  | 15.00        |
+| Gemini-1.5-Pro      | 43.33   | 65.63      | 30.12  | 40.91   | 34.33  | **65.00**        |
+| Gemini-1.5-Flash    | 41.67   | 51.56      | 38.55  | 46.97   | 34.33  | 30.00        |
+| GPT-3.5-Turbo       | 27.33   | 39.06      | 22.89  | 33.33   | 19.40  | 15.00        |
+| GPT-4o-mini         | 23.00   | 28.13      | 14.46  | 13.64   | 43.28  | 5.00         |
+| Llama-3.2-90B       | 39.67   | 54.69      | 37.35  | 39.39   | 35.82  | 15.00        |
+| Llama-3.1-70B       | 37.67   | 53.13      | 32.53  | 42.42   | 31.34  | 15.00        |
+| Mixtral-8x7B        | 27.67   | 32.81      | 18.07  | 27.27   | 38.81  | 15.00        |
+| Gemma-2.0-9B        | 27.00   | 35.94      | 14.46  | 28.79   | 26.87  | 45.00        |
+
+#### Comparison between ReAct and Chameleon with GPT-3.5-Turbo
+
+| Model                      | Overall | Place Info | Nearby | Routing | Trip   | Unanswerable |
+|----------------------------|:-------:|:----------:|:------:|:-------:|:------:|:------------:|
+| ReAct      | 27.33   | 39.06      | 22.89  | 33.33   | 19.40  | 15.00        |
+| Chameleon  | 49.33   | 54.69      | 54.21  | 51.51   | 43.28  | 25.00        |
 
 ## Citation