\begin{table*}[htp]
\resizebox{\textwidth}{!}{
\begin{tabular}{lrrrrrrrrrrrrrrrrrrrrrrrrrrrrrr}
\toprule
Model/adapter & ThaiExam - # eval & ThaiExam - # train & ThaiExam - truncated & ThaiExam - # prompt tokens & ThaiExam - # output tokens & ONET - # eval & ONET - # train & ONET - truncated & ONET - # prompt tokens & ONET - # output tokens & IC - # eval & IC - # train & IC - truncated & IC - # prompt tokens & IC - # output tokens & TGAT - # eval & TGAT - # train & TGAT - truncated & TGAT - # prompt tokens & TGAT - # output tokens & TPAT-1 - # eval & TPAT-1 - # train & TPAT-1 - truncated & TPAT-1 - # prompt tokens & TPAT-1 - # output tokens & A-Level - # eval & A-Level - # train & A-Level - truncated & A-Level - # prompt tokens & A-Level - # output tokens \\
\midrule
Typhoon 1.5X instruct (70B) & 105.0 & 4.6 &  & 945.854590361648 & 1.0 & 135.0 & 5.0 &  & 961.0666666666667 & 1.0 & 95.0 & 5.0 &  & 862.1052631578947 & 1.0 & 67.0 & 3.0 &  & 689.2537313432836 & 1.0 & 116.0 & 5.0 &  & 1074.2758620689656 & 1.0 & 112.0 & 5.0 &  & 1142.5714285714287 & 1.0 \\
Typhoon 1.5X instruct (8B) & 105.0 & 4.6 &  & 945.854590361648 & 1.0 & 135.0 & 5.0 &  & 961.0666666666667 & 1.0 & 95.0 & 5.0 &  & 862.1052631578947 & 1.0 & 67.0 & 3.0 &  & 689.2537313432836 & 1.0 & 116.0 & 5.0 &  & 1074.2758620689656 & 1.0 & 112.0 & 5.0 &  & 1142.5714285714287 & 1.0 \\
OpenThaiGPT v1.0.0 (13B) & 105.0 & 4.6 &  & 624.2489445539422 & 1.0 & 135.0 & 5.0 &  & 651.762962962963 & 1.0 & 95.0 & 5.0 &  & 512.1157894736842 & 1.0 & 67.0 & 3.0 &  & 451.55223880597015 & 1.0 & 116.0 & 5.0 &  & 733.2155172413793 & 1.0 & 112.0 & 5.0 &  & 772.5982142857143 & 1.0 \\
OpenThaiGPT v1.0.0 (7B) & 105.0 & 4.6 &  & 624.2489445539422 & 1.0 & 135.0 & 5.0 &  & 651.762962962963 & 1.0 & 95.0 & 5.0 &  & 512.1157894736842 & 1.0 & 67.0 & 3.0 &  & 451.55223880597015 & 1.0 & 116.0 & 5.0 &  & 733.2155172413793 & 1.0 & 112.0 & 5.0 &  & 772.5982142857143 & 1.0 \\
SambaLingo-Thai-Chat & 105.0 & 4.6 &  & 542.0540490404402 & 1.0 & 135.0 & 5.0 &  & 582.3037037037037 & 1.0 & 95.0 & 5.0 &  & 457.2105263157895 & 1.0 & 67.0 & 3.0 &  & 395.64179104477614 & 1.0 & 116.0 & 5.0 &  & 598.551724137931 & 1.0 & 112.0 & 5.0 &  & 676.5625 & 1.0 \\
SambaLingo-Thai-Chat-70B & 105.0 & 4.6 &  & 542.0540490404402 & 1.0 & 135.0 & 5.0 &  & 582.3037037037037 & 1.0 & 95.0 & 5.0 &  & 457.2105263157895 & 1.0 & 67.0 & 3.0 &  & 395.64179104477614 & 1.0 & 116.0 & 5.0 &  & 598.551724137931 & 1.0 & 112.0 & 5.0 &  & 676.5625 & 1.0 \\
SEA-LION Instruct (7B) & 105.0 & 4.6 &  & 577.4156374706854 & 1.0 & 135.0 & 5.0 &  & 608.3925925925926 & 1.0 & 95.0 & 5.0 &  & 536.021052631579 & 1.0 & 67.0 & 3.0 &  & 384.04477611940297 & 1.0 & 116.0 & 5.0 &  & 656.8965517241379 & 1.0 & 112.0 & 5.0 &  & 701.7232142857143 & 1.0 \\
SeaLLM v2 (7B) & 105.0 & 4.6 &  & 815.107379830889 & 1.0 & 135.0 & 5.0 &  & 887.6962962962963 & 1.0 & 95.0 & 5.0 &  & 758.7368421052631 & 1.0 & 67.0 & 3.0 &  & 547.6567164179105 & 1.0 & 116.0 & 5.0 &  & 892.2327586206897 & 1.0 & 112.0 & 5.0 &  & 989.2142857142857 & 1.0 \\
SeaLLM v2.5 (7B) & 105.0 & 4.6 &  & 808.4225100554467 & 1.0 & 135.0 & 5.0 &  & 859.4962962962964 & 1.0 & 95.0 & 5.0 &  & 761.1473684210526 & 1.0 & 67.0 & 3.0 &  & 544.3731343283582 & 1.0 & 116.0 & 5.0 &  & 889.8189655172414 & 1.0 & 112.0 & 5.0 &  & 987.2767857142857 & 1.0 \\
Typhoon (7B) & 105.0 & 4.6 &  & 706.7286920387548 & 1.0 & 135.0 & 5.0 &  & 756.6074074074074 & 1.0 & 95.0 & 5.0 &  & 647.8736842105263 & 1.0 & 67.0 & 3.0 &  & 482.4179104477612 & 1.0 & 116.0 & 5.0 &  & 770.4051724137931 & 1.0 & 112.0 & 5.0 &  & 876.3392857142857 & 1.0 \\
Typhoon v1.5 Instruct (72B) & 105.0 & 4.6 &  & 1096.053929642041 & 1.0 & 135.0 & 5.0 &  & 1081.2666666666667 & 1.0 & 95.0 & 5.0 &  & 1038.9368421052632 & 1.0 & 67.0 & 3.0 &  & 798.1194029850747 & 1.0 & 116.0 & 5.0 &  & 1243.9913793103449 & 1.0 & 112.0 & 5.0 &  & 1317.955357142857 & 1.0 \\
Typhoon v1.5 Instruct (8B) & 105.0 & 4.6 &  & 938.854590361648 & 1.0 & 135.0 & 5.0 &  & 954.0666666666667 & 1.0 & 95.0 & 5.0 &  & 855.1052631578947 & 1.0 & 67.0 & 3.0 &  & 682.2537313432836 & 1.0 & 116.0 & 5.0 &  & 1067.2758620689656 & 1.0 & 112.0 & 5.0 &  & 1135.5714285714287 & 1.0 \\
Llama 3 Instruct (70B) & 105.0 & 4.6 &  & 945.854590361648 & 1.0 & 135.0 & 5.0 &  & 961.0666666666667 & 1.0 & 95.0 & 5.0 &  & 862.1052631578947 & 1.0 & 67.0 & 3.0 &  & 689.2537313432836 & 1.0 & 116.0 & 5.0 &  & 1074.2758620689656 & 1.0 & 112.0 & 5.0 &  & 1142.5714285714287 & 1.0 \\
Llama 3 Instruct (8B) & 105.0 & 4.6 &  & 945.854590361648 & 1.0 & 135.0 & 5.0 &  & 961.0666666666667 & 1.0 & 95.0 & 5.0 &  & 862.1052631578947 & 1.0 & 67.0 & 3.0 &  & 689.2537313432836 & 1.0 & 116.0 & 5.0 &  & 1074.2758620689656 & 1.0 & 112.0 & 5.0 &  & 1142.5714285714287 & 1.0 \\
Mistral Instruct v0.3 (7B) & 105.0 & 4.6 &  & 1826.4314477872783 & 1.0 & 135.0 & 5.0 &  & 1794.2518518518518 & 1.0 & 95.0 & 5.0 &  & 1763.7684210526315 & 1.0 & 67.0 & 3.0 &  & 1351.089552238806 & 1.0 & 116.0 & 5.0 &  & 2063.1724137931033 & 1.0 & 112.0 & 5.0 &  & 2159.875 & 1.0 \\
Mixtral Instruct (8x22B) & 105.0 & 4.6 &  & 1826.4314477872783 & 1.0 & 135.0 & 5.0 &  & 1794.2518518518518 & 1.0 & 95.0 & 5.0 &  & 1763.7684210526315 & 1.0 & 67.0 & 3.0 &  & 1351.089552238806 & 1.0 & 116.0 & 5.0 &  & 2063.1724137931033 & 1.0 & 112.0 & 5.0 &  & 2159.875 & 1.0 \\
Qwen1.5 Chat (72B) & 105.0 & 4.6 &  & 1096.053929642041 & 1.0 & 135.0 & 5.0 &  & 1081.2666666666667 & 1.0 & 95.0 & 5.0 &  & 1038.9368421052632 & 1.0 & 67.0 & 3.0 &  & 798.1194029850747 & 1.0 & 116.0 & 5.0 &  & 1243.9913793103449 & 1.0 & 112.0 & 5.0 &  & 1317.955357142857 & 1.0 \\
Qwen1.5 Chat (7B) & 105.0 & 4.6 &  & 1096.053929642041 & 1.0 & 135.0 & 5.0 &  & 1081.2666666666667 & 1.0 & 95.0 & 5.0 &  & 1038.9368421052632 & 1.0 & 67.0 & 3.0 &  & 798.1194029850747 & 1.0 & 116.0 & 5.0 &  & 1243.9913793103449 & 1.0 & 112.0 & 5.0 &  & 1317.955357142857 & 1.0 \\
Claude 3 Haiku (20240307) & 105.0 & 4.6 &  & 2973.1405376700886 & 1.0 & 135.0 & 5.0 &  & 2895.866666666667 & 1.0 & 95.0 & 5.0 &  & 2833.0105263157893 & 1.0 & 67.0 & 3.0 &  & 2233.194029850746 & 1.0 & 116.0 & 5.0 &  & 3319.3189655172414 & 1.0 & 112.0 & 5.0 &  & 3584.3125 & 1.0 \\
Claude 3 Sonnet (20240229) & 105.0 & 4.6 &  & 2973.1405376700886 & 1.0 & 135.0 & 5.0 &  & 2895.866666666667 & 1.0 & 95.0 & 5.0 &  & 2833.0105263157893 & 1.0 & 67.0 & 3.0 &  & 2233.194029850746 & 1.0 & 116.0 & 5.0 &  & 3319.3189655172414 & 1.0 & 112.0 & 5.0 &  & 3584.3125 & 1.0 \\
Claude 3 Opus (20240229) & 105.0 & 4.6 &  & 2973.1405376700886 & 1.0 & 135.0 & 5.0 &  & 2895.866666666667 & 1.0 & 95.0 & 5.0 &  & 2833.0105263157893 & 1.0 & 67.0 & 3.0 &  & 2233.194029850746 & 1.0 & 116.0 & 5.0 &  & 3319.3189655172414 & 1.0 & 112.0 & 5.0 &  & 3584.3125 & 1.0 \\
Command R & 105.0 & 4.6 &  & 1832.9764710204345 &  & 135.0 & 5.0 &  & 1803.874074074074 &  & 95.0 & 5.0 &  & 1740.0315789473684 &  & 67.0 & 3.0 &  & 1375.44776119403 &  & 116.0 & 5.0 &  & 2074.689655172414 &  & 112.0 & 5.0 &  & 2170.839285714286 &  \\
Command R Plus & 105.0 & 4.6 &  & 1832.9764710204345 &  & 135.0 & 5.0 &  & 1803.874074074074 &  & 95.0 & 5.0 &  & 1740.0315789473684 &  & 67.0 & 3.0 &  & 1375.44776119403 &  & 116.0 & 5.0 &  & 2074.689655172414 &  & 112.0 & 5.0 &  & 2170.839285714286 &  \\
Gemini 1.0 Pro (002) & 105.0 & 4.6 &  & 816.4225100554467 &  & 135.0 & 5.0 &  & 867.4962962962964 &  & 95.0 & 5.0 &  & 769.1473684210526 &  & 67.0 & 3.0 &  & 552.3731343283582 &  & 116.0 & 5.0 &  & 897.8189655172414 &  & 112.0 & 5.0 &  & 995.2767857142857 &  \\
Gemini 1.5 Pro (001) & 105.0 & 4.6 &  & 816.4225100554467 &  & 135.0 & 5.0 &  & 867.4962962962964 &  & 95.0 & 5.0 &  & 769.1473684210526 &  & 67.0 & 3.0 &  & 552.3731343283582 &  & 116.0 & 5.0 &  & 897.8189655172414 &  & 112.0 & 5.0 &  & 995.2767857142857 &  \\
Gemini 1.5 Flash (001) & 105.0 & 4.6 &  & 816.4225100554467 &  & 135.0 & 5.0 &  & 867.4962962962964 &  & 95.0 & 5.0 &  & 769.1473684210526 &  & 67.0 & 3.0 &  & 552.3731343283582 &  & 116.0 & 5.0 &  & 897.8189655172414 &  & 112.0 & 5.0 &  & 995.2767857142857 &  \\
GPT-3.5 Turbo (0125) & 105.0 & 4.6 &  & 1696.0032181912295 & 1.0 & 135.0 & 5.0 &  & 1686.7481481481482 & 1.0 & 95.0 & 5.0 &  & 1615.1157894736841 & 1.0 & 67.0 & 3.0 &  & 1247.5373134328358 & 1.0 & 116.0 & 5.0 &  & 1899.7844827586207 & 1.0 & 112.0 & 5.0 &  & 2030.830357142857 & 1.0 \\
GPT-4 Turbo (2024-04-09) & 105.0 & 4.6 &  & 1696.0032181912295 & 1.0 & 135.0 & 5.0 &  & 1686.7481481481482 & 1.0 & 95.0 & 5.0 &  & 1615.1157894736841 & 1.0 & 67.0 & 3.0 &  & 1247.5373134328358 & 1.0 & 116.0 & 5.0 &  & 1899.7844827586207 & 1.0 & 112.0 & 5.0 &  & 2030.830357142857 & 1.0 \\
GPT-4o (2024-05-13) & 105.0 & 4.6 &  & 853.09180998724 & 1.0 & 135.0 & 5.0 &  & 886.6814814814815 & 1.0 & 95.0 & 5.0 &  & 795.1263157894737 & 1.0 & 67.0 & 3.0 &  & 610.820895522388 & 1.0 & 116.0 & 5.0 &  & 929.75 & 1.0 & 112.0 & 5.0 &  & 1043.080357142857 & 1.0 \\
Sailor Chat (7B) & 105.0 & 4.6 &  & 1096.053929642041 & 1.0 & 135.0 & 5.0 &  & 1081.2666666666667 & 1.0 & 95.0 & 5.0 &  & 1038.9368421052632 & 1.0 & 67.0 & 3.0 &  & 798.1194029850747 & 1.0 & 116.0 & 5.0 &  & 1243.9913793103449 & 1.0 & 112.0 & 5.0 &  & 1317.955357142857 & 1.0 \\
Sailor Chat (14B) & 105.0 & 4.6 &  & 1096.053929642041 & 1.0 & 135.0 & 5.0 &  & 1081.2666666666667 & 1.0 & 95.0 & 5.0 &  & 1038.9368421052632 & 1.0 & 67.0 & 3.0 &  & 798.1194029850747 & 1.0 & 116.0 & 5.0 &  & 1243.9913793103449 & 1.0 & 112.0 & 5.0 &  & 1317.955357142857 & 1.0 \\
\bottomrule
\end{tabular}}
\caption{Results for general_information (thai_scenarios)}
\label{fig:general_information (thai_scenarios)}
\end{table*}