As the density of FPGAs has greatly improved over the past few years, the size of configuration bitstreams grows accordingly. Compression techniques can reduce memory size and save external memory bandwidth. To accelerate the configuration process and reduce software start-up time, four open-source lossless compression decoders developed using high-level synthesis techniques are presented. Moreover, in order to balance the objectives of compression ratio, decompression throughput, and hardware resource overhead, various improvements and optimizations are proposed. Full bitstreams and software binaries have been collected as a benchmark, and 33 partial bitstreams have also been developed and integrated into the benchmark. Evaluations of the synthesizable compression decoders are demonstrated on a Xilinx ZC706 board, showing higher decompression throughput than that of the existing lossless compression decoders using our benchmark. The proposed decoders can reduce software start-up time by up to 31.23% in embedded systems and 69.83% reduction of reconfiguration time for partial reconfigurable systems. Index Terms-High-Level Synthesis, lossless compression, compression decoder, FPGA bitstream, software binary.