The study in question is conducted on random samples taken from students at Transworld Institute of Technology. The evaluation on PE teachers' performance is to produce an appropriate performance table for evaluation of PE teachers by the school administration. The 97 samples that were received underwent an itemized analysis and a factor breakdown before reaching the following conclusions: 1. Preparation of performance table Based on the preparation of performance table using the confirmatory factor analysis, the thesis of this study is contributed by 5 sources totaling 66 issues. In terms of construction efficiency, this performance table undergoes a criterion of internal consistency process with the confirmatory factor analysis. Secondly, with factor analysis—principal components analysis and Kaiser's normalized Varimax approach, factors with an eigen value above 1.0 are taken. With the factors and questions with a factor loading above. 5 duly selected, a 5-degree performance table with 20 questions belong to 5 factors are produced. The process undergoes a rigid screening by following the preparation highlights and eliminating the unnecessary ones. 2. Figures on the performance table When it comes to the performance factor analysis, total performance evaluation α is .9070 and the accumulated interpretation variation amounts 71.955. Performance Evaluation Table 1 Teaching Attitude comes with 9 questions; Performance Evaluation Table 2 Teaching Evaluation brings 4 questions, Performance Evaluation Table 3 Teacher-Student Interaction comes with 3 questions, Performance Evaluation Table 4 Students' Self Evaluation has 2 questions and finally, Performance Evaluation Table 5 Contents of Teaching shows 2 questions. As this performance evaluation table deals with attitude and psychological awareness, the figures indicated above suggest that the total performance evaluationαof .9070 is worth taking for reference. This study suggests taking follow-up works incorporating a qualitative analysis, especially for evaluation of teachers. After all, all an evaluation can do is for reference and figures may experience distortions for specific reasons, in particular, when the evaluation has much to do with promotion, seniority and examination of teachers that make it paramount to carry out the work in a meticulous way.